v1.1.6

What's Changed

• Bump pytest from 7.3.1 to 7.3.2 by @dependabot in #155
• Bump actions/checkout from 3.5.2 to 3.5.3 by @dependabot in #154
• Bump sphinx-rtd-theme from 1.2.1 to 1.2.2 by @dependabot in #153
• Bump pandas from 2.0.1 to 2.0.2 by @dependabot in #152
• Bump numba from 0.57.0 to 0.57.1 by @dependabot in #156
• Bump pytest from 7.3.2 to 7.4.0 by @dependabot in #157
• [FEAT] Adds hierarch.stats.hierarchical_randomization, a generator that yields resampled datasets by @rishi-kulkarni in #164
• Bump sphinx-rtd-theme from 1.2.2 to 1.3.0 by @dependabot in #163

Full Changelog: v1.1.4...v1.1.6

hierarch v1.1.5

This one mostly fixes Numba 0.57 compatibility.

What's Changed

• Development by @rishi-kulkarni in #34
• New project configuration and minor updates by @rishi-kulkarni in #69
• Add CI and update docs by @rishi-kulkarni in #70
• fix action by @rishi-kulkarni in #71
• [FIX] Numba 0.57 compatibility by @rishi-kulkarni in #151

Full Changelog: v1.1.3...v1.1.4

hierarch 1.1.3

Changelog

• Improved initial compile time
• If the input data is a pandas DataFrame, the treatment column can be specified using the column name as a string.

hierarch 1.1.2

Changelog

• Improved convergence rate of confidence_interval function
• Added tests for a number of workhorse functions

hierarch 1.1.1

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

hierarch 1.1

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

hierarch 1.0.1

minor bugfixes to requirements

hierarch 1.0.0

hierarch now includes hypothesis testing, confidence interval computation, and power analysis.

hierarch

Version 0.3 release with permutation tests for any number of samples.

hierarch v0.2

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.