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A permutation test question generator, for a user to practice writing code for permutation tests. Made for the 2021/2022 Data Science course at the University of Birmingham, School of Psychology.

Home Page: https://deepnote.com/project/Permutation-Test-Question-Generator-JHSmvd00SfSJn5-Mj7bQcw/%2Fpermutation_test_question_generator%2Fpermutation_test_question_gen.ipynb

Jupyter Notebook 66.01% Python 33.99%

permutation_test_question_generator's Introduction

permutation_test_question_generator

First version of a permutation test question generator. This probabilistically generates some hypothetical parallel groups clinical trial data and instructs the user to carry out a permutation test on it. There is also a function for the user to compare their p-value to a precomputed p-value, to check they have done the test correctly.

The notebook that a user will see is permutation_test_question_generator.ipynb. This notebook imports the question generating functions (and question marking functions) from permutation_test_question_generator.py.

This notebook be used interactively on Deepnote via the following link: https://deepnote.com/project/Permutation-Test-Question-Generator-JHSmvd00SfSJn5-Mj7bQcw/%2Fpermutation_test_question_generator%2Fpermutation_test_question_gen.ipynb

Currently, there is only one question generating function, which generates data for a two-sample permutation test of a difference in means.

In the future, maybe a question generating function for a two sample permutation test of proportions etc. could also be added.

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