statsmodels
https://github.com/statsmodels/statsmodels
Python
Statsmodels: statistical modeling and econometrics in Python
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- Issues
- ENH: UMP test for equivalence
- theoretical background: use_t and asymptotic distribution
- ENH: GAM or penalized linear spline, piecewise regression
- ENH: classification results like sensitivity with confint
- ENH: cov and matrix tools to work with covariances and correlations - rebased
- ENH: more multivariate mean tests
- ENH: added chi^2 effect size in contingency table class, closes #6184
- FAQ: equivalence test, TOST and confidence interval
- FAQ/DOC overview: proportions hypothesis tests, confint and similar
- SARIMAX model can lead to inaccurate results with tz-aware pandas series
- Docs
- Python not yet supported