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Changelog * added docstrings and minor bugfixes * prevented hypothesis_test from giving a p-value of 0 when there are no permutations that can be performed
Changelog * Combined two_sample_test and linear_regression test to a single hypothesis_test function - setting compare to "means" calls two_sample_test, while setting compare to "corr" calls linear_regression_test * confidence_interval now searches for the upper and lower bounds separately, which improves coverage significantly for skewed data * General speed improvements
minor bugfixes to requirements
hierarch now includes hypothesis testing, confidence interval computation, and power analysis.
hierarch performs hierarchical permutation tests for difference of means - the meat and potatoes of scientific research. More test statistics will be added in future releases.