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updated tutorials
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‎nbs/tutorials/01-basics.ipynb‎

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"Compiling numba functions: 100%|██████████| 11/11 [00:03<00:00, 2.82it/s]"
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"Compiling numba functions: 100%|██████████| 11/11 [00:00<00:00, 57.10it/s]"
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"4 2.977341 2.328601 Female 5 "
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:04 2025.\n",
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"The current time is Sun Oct 19 16:00:03 2025.\n",
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"\n",
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"Effect size(s) with 95% confidence intervals will be computed for:\n",
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"1. Test 1 minus Control 1\n",
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"\n",
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"5000 resamples will be used to generate the effect size bootstraps."
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]
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:04 2025.\n",
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"The current time is Sun Oct 19 16:00:03 2025.\n",
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"\n",
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"Effect size(s) with 90% confidence intervals will be computed for:\n",
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"1. Test 1 minus Control 1\n",
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"\n",
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"5000 resamples will be used to generate the effect size bootstraps."
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]
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"execution_count": 6,
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:04 2025.\n",
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"The current time is Sun Oct 19 16:00:03 2025.\n",
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"\n",
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"The unpaired mean difference between Control 1 and Test 1 is 0.48 [95%CI 0.205, 0.774].\n",
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"The p-value of the two-sided permutation t-test is 0.001, calculated for legacy purposes only. \n",
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"To get the results of all valid statistical tests, use `.mean_diff.statistical_tests`"
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]
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"0 -0.256862 0.259558 (125, 4875) -0.25826 0.25759 "
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"0 0.001625 83.0 "
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"0 0.001625 83.0 "
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:05 2025.\n",
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"The current time is Sun Oct 19 16:00:04 2025.\n",
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"\n",
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"The unpaired Hedges' g between Control 1 and Test 1 is 1.03 [95%CI 0.317, 1.62].\n",
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"The p-value of the two-sided permutation t-test is 0.001, calculated for legacy purposes only. \n",
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"To get the results of all valid statistical tests, use `.hedges_g.statistical_tests`"
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]
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},
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"0 -0.642387 0.629464 (125, 4875) -0.643604 0.627968 "
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"4 Female 5 Control 1 2.858019"
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:05 2025.\n",
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"The current time is Sun Oct 19 16:00:04 2025.\n",
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"\n",
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"Effect size(s) with 95% confidence intervals will be computed for:\n",
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"1. Test 1 minus Control 1\n",
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"\n",
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"5000 resamples will be used to generate the effect size bootstraps."
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‎nbs/tutorials/02-two_group.ipynb‎

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‎nbs/tutorials/03-shared_control_and_repeated_measures.ipynb‎

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‎nbs/tutorials/04-proportion_plot.ipynb‎

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‎nbs/tutorials/05-mini_meta.ipynb‎

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‎nbs/tutorials/06-delta_delta.ipynb‎

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"Pre-compiling numba functions for DABEST...\n"
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"Numba compilation complete!\n",
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"We're using DABEST v2025.10.20\n"
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"4 4 Rep1 W Placebo 2.858019"
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:49 2025.\n",
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"The current time is Sun Oct 19 16:00:50 2025.\n",
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"\n",
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"Effect size(s) with 95% confidence intervals will be computed for:\n",
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"5000 resamples will be used to generate the effect size bootstraps."
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:51 2025.\n",
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"The current time is Sun Oct 19 16:00:51 2025.\n",
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"\n",
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"The unpaired mean difference between W Placebo and M Placebo is 1.23 [95%CI 0.937, 1.51].\n",
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"The p-value of the two-sided permutation t-test is 0.0, calculated for legacy purposes only. \n",
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"To get the results of all valid statistical tests, use `.mean_diff.statistical_tests`"
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:53 2025.\n",
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"The current time is Sun Oct 19 16:00:53 2025.\n",
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"\n",
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"The unpaired Hedges' g between W Placebo and M Placebo is 2.54 [95%CI 1.71, 3.31].\n",
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"The p-value of the two-sided permutation t-test is 0.0, calculated for legacy purposes only. \n",
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"To get the results of all valid statistical tests, use `.hedges_g.statistical_tests`"
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"==================\n",
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" \n",
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"Good afternoon!\n",
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"The current time is Fri Oct 17 15:27:55 2025.\n",
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"The current time is Sun Oct 19 16:00:54 2025.\n",
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"\n",
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"The delta-delta between Placebo and Drug is -0.903 [95%CI -1.27, -0.522].\n",
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"The p-value of the two-sided permutation t-test is 0.0, calculated for legacy purposes only. \n",
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"For each p-value, 5000 reshuffles of the control and test labels were performed."
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‎nbs/tutorials/07-horizontal_plot.ipynb‎

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‎nbs/tutorials/08-plot_aesthetics.ipynb‎

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‎nbs/tutorials/09-forest_plot.ipynb‎

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‎nbs/tutorials/10-whorlmap.ipynb‎

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" \"yticklabels_rotation\": 45, 'yticklabels_ha': \"right\", 'title': 'My Title!'}\n",
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");"
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