v0.1.3

HypEx Release Notes - Version 0.1.3

We are excited to announce the release of HypEx version 0.1.3! This update brings several new features and improvements that enhance the functionality and usability of the library. Below is a detailed list of the changes in this release:

New Features

Chi-Squared Test for Categorical Variables in AA Tests

We have added support for the chi-squared test for categorical variables in AA tests. This addition allows for more comprehensive analysis of categorical data, improving the robustness of your causal inference results.

Permutation Test for Matching

Introducing the permutation test for matching problems. This feature enables you to perform non-parametric hypothesis tests, enhancing the accuracy and reliability of your matching analyses.

AB Testing on Unbalanced Samples

Our new functionality allows you to conduct AB tests on unbalanced samples. This update ensures that you can handle real-world data more effectively, providing more reliable insights even when your sample groups are not perfectly balanced.

Matching Without Replacement

We have added the option to perform matching without replacement. This method reduces bias and variance in your matched samples, leading to more accurate causal inference results.

Conclusion

We believe these updates will significantly improve your experience with HypEx, providing more powerful and flexible tools for causal inference. We look forward to your feedback and are committed to continuously enhancing the capabilities of HypEx.

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Thank you for your continued support and contributions!

The HypEx Team

What's Changed

• [HEI-253] Feature/permutationg test validation by @tikhomirovd in #91
• [HEI-252] Feature/unbalanced ab by @tikhomirovd in #90
• Feature/release 013 by @tikhomirovd in #92

Full Changelog: v0.1.2...v0.1.3