raphaelvallat/pingouin: Pingouin v0.6.1

Summary Minor release with one new feature, several bugfixes, and internal improvements. New features compute_effsize: added eftype='cohen_dz' for paired-samples designs ($d_z = \bar{X-Y} / \sigma_{X-Y}$); y now also accepts a scalar for one-sample effect sizes (#508) Improvements compute_bootci: replaced custom bootstrap implementation with scipy.stats.bootstrap; default CI method upgraded to BCa; minimum SciPy bumped to 1.10 (#505) intraclass_corr: updated ICC type labels in output dataframe and documentation (#501) Bugfixes partial_corr / pcorr: fixed numerical instability when variables differ by many orders of magnitude (#510) partial_corr: raise ValueError on identical covariates; warn on rank-deficient covariance matrix (#500) bayesfactor_pearson: fixed catastrophic float64 cancellation in one-sided tests for strongly negative r (#503) logistic_regression: fixed compatibility with scikit-learn >= 1.8 (#504) Breaking changes Removed plot_shift function (#502) What's Changed Fix broken links in doc; add uv install instructions; use uv in ruff workflow; do not trigger pytest/coverage workflow for doc-only PRs by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/496 Use relative imports for intra-package dependencies by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/499 fix(partial_corr): raise on identical covariates, warn on rank-defici… by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/500 Update ICC types in output dataframe and documentation by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/501 Fix catastrophic float64 cancellation in bayesfactor_pearson one-si… by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/503 Fix test logistic regression by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/504 Remove plot_shift function by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/502 Add pre-commit hooks and consolidate dev dependencies by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/506 Fix numerical instability in partial_corr and pcorr when variables differ in magnitude by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/510 Add Cohen's dz for paired samples and one-sample Cohen's d documentation by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/508 Refactor compute_bootci to use scipy.stats.bootstrap by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/505 Release Pingouin 0.6.1 by @raphaelvallat in https://github.com/raphaelvallat/pingouin/pull/511 Full Changelog: https://github.com/raphaelvallat/pingouin/compare/v0.6.0...v0.6.1