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2.5.1

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@NPodlozhniy NPodlozhniy released this 09 Aug 12:59
· 6 commits to main since this release

Within the release more statistics functionality is added!

  1. πŸ†Ž abtesting for conversion (Ztest) and average (Ttest) targeted experiments, including its multivariate versions and Dunnett's correction for both scenarios. An undeniable advantage of the implementation is that it expects means and standard deviations as an input, hence you can leverage various techniques before applying the test, such as delta-method for ratio-metrics, linearization, reweighting, etc - generally any sophisticated kind of variance calculation and then feed it into the criterion
  2. anova (one-way only) method that is the classical choice in case of multiple groups for one dependent variable and one independent factor, firstly it has the same plus as abtesting module - it's enough to supply just the lists of means and deviations, no need for the source samples and what is more it includes pairwise Tukey HSD test - the most accurate and widely used procedure for post-hoc analysis
  3. regression aggregated tables processing in the same version as it was described in 2.3-alpha version, dynamic functions adjustment is still in to do list

Full Changelog: 2.2.1...2.5.1