"
+ ],
+ "text/plain": [
+ " Source ddof1 ddof2 F p-unc np2\n",
+ "0 model_name 37 76 8306.65015 1.041718e-123 0.999753"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The models have significantly different accuracies\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\bayesian.py:151: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n",
+ " integr = quad(fun, 0, np.inf, args=(t, n, r, df))[0]\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: invalid value encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\scipy\\stats\\_axis_nan_policy.py:573: RuntimeWarning: Precision loss occurred in moment calculation due to catastrophic cancellation. This occurs when the data are nearly identical. Results may be unreliable.\n",
+ " res = hypotest_fun_out(*samples, **kwds)\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\parametric.py:280: RuntimeWarning: invalid value encountered in multiply\n",
+ " ci = np.array([tval - tcrit, tval + tcrit]) * se\n",
+ "c:\\Users\\Sturm\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\pingouin\\effsize.py:803: RuntimeWarning: divide by zero encountered in scalar divide\n",
+ " d = (x.mean() - y.mean()) / poolsd\n"
+ ]
+ },
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openhermes-2.5:7:ggufv2:Q4_K_M
\n",
+ "
openhermes-2.5:7:ggufv2:Q8_0
\n",
+ "
False
\n",
+ "
True
\n",
+ "
10.000000
\n",
+ "
4.0
\n",
+ "
two-sided
\n",
+ "
5.620036e-04
\n",
+ "
0.391717
\n",
+ "
bonf
\n",
+ "
33.953
\n",
+ "
6.531973
\n",
+ "
\n",
+ "
\n",
+ "
700
\n",
+ "
model_name
\n",
+ "
openhermes-2.5:7:ggufv2:Q5_K_M
\n",
+ "
openhermes-2.5:7:ggufv2:Q6_K
\n",
+ "
False
\n",
+ "
True
\n",
+ "
-inf
\n",
+ "
4.0
\n",
+ "
two-sided
\n",
+ "
0.000000e+00
\n",
+ "
0.000000
\n",
+ "
bonf
\n",
+ "
nan
\n",
+ "
-inf
\n",
+ "
\n",
+ "
\n",
+ "
701
\n",
+ "
model_name
\n",
+ "
openhermes-2.5:7:ggufv2:Q5_K_M
\n",
+ "
openhermes-2.5:7:ggufv2:Q8_0
\n",
+ "
False
\n",
+ "
True
\n",
+ "
-inf
\n",
+ "
4.0
\n",
+ "
two-sided
\n",
+ "
0.000000e+00
\n",
+ "
0.000000
\n",
+ "
bonf
\n",
+ "
nan
\n",
+ "
-inf
\n",
+ "
\n",
+ "
\n",
+ "
702
\n",
+ "
model_name
\n",
+ "
openhermes-2.5:7:ggufv2:Q6_K
\n",
+ "
openhermes-2.5:7:ggufv2:Q8_0
\n",
+ "
False
\n",
+ "
True
\n",
+ "
-inf
\n",
+ "
4.0
\n",
+ "
two-sided
\n",
+ "
0.000000e+00
\n",
+ "
0.000000
\n",
+ "
bonf
\n",
+ "
nan
\n",
+ "
-inf
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
703 rows × 13 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Contrast A B \\\n",
+ "0 model_name chatglm3:6:ggmlv3:q4_0 gpt-3.5-turbo-0125 \n",
+ "1 model_name chatglm3:6:ggmlv3:q4_0 gpt-4-0125-preview \n",
+ "2 model_name chatglm3:6:ggmlv3:q4_0 gpt-4-0613 \n",
+ "3 model_name chatglm3:6:ggmlv3:q4_0 gpt-4o-2024-05-13 \n",
+ "4 model_name chatglm3:6:ggmlv3:q4_0 llama-2-chat:13:ggufv2:Q2_K \n",
+ ".. ... ... ... \n",
+ "698 model_name openhermes-2.5:7:ggufv2:Q4_K_M openhermes-2.5:7:ggufv2:Q6_K \n",
+ "699 model_name openhermes-2.5:7:ggufv2:Q4_K_M openhermes-2.5:7:ggufv2:Q8_0 \n",
+ "700 model_name openhermes-2.5:7:ggufv2:Q5_K_M openhermes-2.5:7:ggufv2:Q6_K \n",
+ "701 model_name openhermes-2.5:7:ggufv2:Q5_K_M openhermes-2.5:7:ggufv2:Q8_0 \n",
+ "702 model_name openhermes-2.5:7:ggufv2:Q6_K openhermes-2.5:7:ggufv2:Q8_0 \n",
+ "\n",
+ " Paired Parametric T dof alternative p-unc p-corr \\\n",
+ "0 False True -34.877592 4.0 two-sided 4.032635e-06 0.002811 \n",
+ "1 False True -55.143292 4.0 two-sided 6.474839e-07 0.000451 \n",
+ "2 False True -42.311396 4.0 two-sided 1.865118e-06 0.001300 \n",
+ "3 False True -50.911688 4.0 two-sided 8.907689e-07 0.000621 \n",
+ "4 False True 1.982481 4.0 two-sided 1.184648e-01 1.000000 \n",
+ ".. ... ... ... ... ... ... ... \n",
+ "698 False True 13.000000 4.0 two-sided 2.020399e-04 0.140822 \n",
+ "699 False True 10.000000 4.0 two-sided 5.620036e-04 0.391717 \n",
+ "700 False True -inf 4.0 two-sided 0.000000e+00 0.000000 \n",
+ "701 False True -inf 4.0 two-sided 0.000000e+00 0.000000 \n",
+ "702 False True -inf 4.0 two-sided 0.000000e+00 0.000000 \n",
+ "\n",
+ " p-adjust BF10 hedges \n",
+ "0 bonf 1240.092 -22.781948 \n",
+ "1 bonf 4856.787 -36.019447 \n",
+ "2 bonf 2203.377 -27.637688 \n",
+ "3 bonf 3826.331 -33.255376 \n",
+ "4 bonf 1.259 1.294951 \n",
+ ".. ... ... ... \n",
+ "698 bonf 70.044 8.491564 \n",
+ "699 bonf 33.953 6.531973 \n",
+ "700 bonf nan -inf \n",
+ "701 bonf nan -inf \n",
+ "702 bonf nan -inf \n",
+ "\n",
+ "[703 rows x 13 columns]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the statistics \n",
+ "model_root_names = [\"chatglm\", \"gpt\", \"llama\", \"mixtral\", \"openhermes\"]\n",
+ "\n",
+ "df = agg[2].copy()\n",
+ "df['accuracy'] = df['score_achieved_total'] / df['score_possible']\n",
+ "results = pg.anova(data=df, dv='accuracy', between='model_name')\n",
+ "display(results)\n",
+ "if(results.iloc[0, 4] < 0.05):\n",
+ " print(\"The models have significantly different accuracies\")\n",
+ "\n",
+ "pos_hoc = pg.pairwise_tests(data=df, dv='accuracy', between='model_name', padjust='bonf')\n",
+ "display(pos_hoc)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bf2f9a20",
+ "metadata": {},
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1bd3b587",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.4"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/benchmark/benchmark_utils.py b/benchmark/benchmark_utils.py
index ddb7ebef..e6ff4804 100644
--- a/benchmark/benchmark_utils.py
+++ b/benchmark/benchmark_utils.py
@@ -306,6 +306,10 @@ def categorize_failure_modes(
def is_synonym(word1, word2):
+ """
+ Tests, if the input arguments word1 and word2 are synonyms of each other.
+ If yes, the function returns True, False otherwise.
+ """
if word2 is "yes" or "no" or "ja" or "nein":
return False
diff --git a/benchmark/conftest.py b/benchmark/conftest.py
index bb4732c9..9603799a 100644
--- a/benchmark/conftest.py
+++ b/benchmark/conftest.py
@@ -20,7 +20,6 @@
# which models should be benchmarked?
OPENAI_MODEL_NAMES = [
- # "gpt-3.5-turbo-0613",
"gpt-3.5-turbo-0125",
# "gpt-4-0613",
# "gpt-4-0125-preview",
diff --git a/benchmark/test_user_interaction.py b/benchmark/test_user_interaction.py
index 2afe1311..bcb6ed0e 100644
--- a/benchmark/test_user_interaction.py
+++ b/benchmark/test_user_interaction.py
@@ -22,6 +22,15 @@ def test_medical_exam(
conversation,
multiple_testing,
):
+ """Test medical exam data by the model.
+ The user input is a medical question with answer options. The system prompt
+ has the guidelines to answer the question, and the expected answer is the
+ information that the model should reply from the given question. If the case
+ contains the word 'regex', the test is successful if the extracted information
+ occures in the words in response. If it is a different question, the test is
+ successful if the extracted information matches the expected answer exactly.
+ For all false answers also calculate the failure mode of the answer.
+ """
# Downloads the naturale language synonym toolkit, just need to be done once per device
# nltk.download()
@@ -40,13 +49,15 @@ def run_test():
nonlocal expected_answer
nonlocal failure_mode
conversation.reset() # needs to be reset for each test
+ # Define the system prompt
[
conversation.append_system_message(m)
for m in yaml_data["input"]["system_messages"]
]
+ # Define the user prompt
response, _, _ = conversation.query(yaml_data["input"]["prompt"])
- # lower case, remove punctuation
+ # Set response to lower case and remove punctuation
response = (
response.lower().replace(".", "").replace("?", "").replace("!", "")
).strip()
diff --git a/docs/scripts/hooks.py b/docs/scripts/hooks.py
index f6f273f0..dca0e34f 100644
--- a/docs/scripts/hooks.py
+++ b/docs/scripts/hooks.py
@@ -17,6 +17,7 @@ def on_pre_build(config, **kwargs) -> None:
result_files_path = "benchmark/results/"
+
result_file_names = [
f
for f in os.listdir(result_files_path)
@@ -52,23 +53,23 @@ def preprocess_results_for_frontend(
path (str): The path to the result files.
file_name (str): The file name of the result file.
"""
- raw_results["score_possible"] = raw_results["score"].apply(
- lambda x: float(x.split("/")[1])
+ raw_results["score_possible"] = raw_results.apply(
+ lambda x: float(x["score"].split("/")[1]) * x["iterations"], axis=1
)
raw_results["scores"] = raw_results["score"].apply(
lambda x: x.split("/")[0]
)
raw_results["score_achieved"] = raw_results["scores"].apply(
- lambda x: np.mean(float(x.split(";")[0])) if ";" in x else float(x)
+ lambda x: np.sum([float(score) for score in x.split(";")]) if ";" in x else float(x)
)
raw_results["score_sd"] = raw_results["scores"].apply(
- lambda x: np.std(float(x.split(";")[0])) if ";" in x else 0
+ lambda x: np.std([float(score) for score in x.split(";")], ddof=1) if ";" in x else 0
)
aggregated_scores = raw_results.groupby(["model_name"]).agg(
{
"score_possible": "sum",
"score_achieved": "sum",
- "score_sd": "first",
+ "score_sd": "sum",
"iterations": "first",
}
)
@@ -116,23 +117,23 @@ def write_individual_extraction_task_results(raw_results: pd.DataFrame) -> None:
raw_results["subtask"] = raw_results["subtask"].apply(
lambda x: x.split(":")[1]
)
- raw_results["score_possible"] = raw_results["score"].apply(
- lambda x: float(x.split("/")[1])
+ raw_results["score_possible"] = raw_results.apply(
+ lambda x: float(x["score"].split("/")[1]) * x["iterations"], axis=1
)
raw_results["scores"] = raw_results["score"].apply(
lambda x: x.split("/")[0]
)
raw_results["score_achieved"] = raw_results["scores"].apply(
- lambda x: np.mean(float(x.split(";")[0])) if ";" in x else float(x)
+ lambda x: np.sum([float(score) for score in x.split(";")]) if ";" in x else float(x)
)
raw_results["score_sd"] = raw_results["scores"].apply(
- lambda x: np.std(float(x.split(";")[0])) if ";" in x else 0
+ lambda x: np.std([float(score) for score in x.split(";")], ddof=1) if ";" in x else 0
)
aggregated_scores = raw_results.groupby(["model_name", "subtask"]).agg(
{
"score_possible": "sum",
"score_achieved": "sum",
- "score_sd": "first",
+ "score_sd": "mean",
"iterations": "first",
}
)
@@ -662,6 +663,26 @@ def plot_extraction_tasks():
sourcedata_info_extraction["score_sd"] = sourcedata_info_extraction[
"scores"
].apply(lambda x: np.std(float(x.split(";")[0])) if ";" in x else 0)
+ raw_results["score_possible"] = raw_results.apply(
+ lambda x: float(x["score"].split("/")[1]) * x["iterations"], axis=1
+ )
+ raw_results["scores"] = raw_results["score"].apply(
+ lambda x: x.split("/")[0]
+ )
+ raw_results["score_achieved"] = raw_results["scores"].apply(
+ lambda x: np.sum([float(score) for score in x.split(";")]) if ";" in x else float(x)
+ )
+ raw_results["score_sd"] = raw_results["scores"].apply(
+ lambda x: np.std([float(score) for score in x.split(";")], ddof=1) if ";" in x else 0
+ )
+ aggregated_scores = raw_results.groupby(["model_name"]).agg(
+ {
+ "score_possible": "sum",
+ "score_achieved": "sum",
+ "score_sd": "mean",
+ "iterations": "first",
+ }
+ )
aggregated_scores = sourcedata_info_extraction.groupby(
["model_name", "subtask"]
).agg(