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References : 1. https://docs.scipy.org/doc/numpy/reference/generated/numpy.random.choice.html?highlight=choice#numpy.random.choice 2. https://stats.stackexchange.com/questions/250254/what-is-the-under-the-null-hypothesis-and-how-do-i-calculate-it-for-a-t-test 3. https://machinelearningmastery.com/logistic-regression-for-machine-learning/ 4. https://ml-cheatsheet.readthedocs.io/en/latest/logistic_regression.html#comparison-to-linear-regression 5. https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.drop_duplicates.html 6. https://www.statsmodels.org/stable/generated/statsmodels.stats.proportion.proportions_ztest.html?highlight=proportions_ztest 7. https://stackoverflow.com/questions/15033511/compute-a-confidence-interval-from-sample-data 8. https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.t.html
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