statsmodels
https://github.com/statsmodels/statsmodels
Python
Statsmodels: statistical modeling and econometrics in Python
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- Issues
- ENH: power, sample size computation for rank_compare, brunner-munzel, Wilcoxon-Mann-Whitney
- [BUG] Cannot predict after SARIMAXResults `remove_data` method called
- ENH: add one-sided option to test_ordinal_association, cochran armitage trend test
- ENH: MNLogit for counts or frequencies, similar to Binomial
- mixed effects absence: No way to model heteroskedasticity, choose covariance format of residuals, compute normalized residuals
- LinAlgError: SVD did not converge error when fitted with SARIMAX model
- Adding DM & HLN tests to statsmodels
- plot_acf and acf present incoherent results between then
- ENH: discrete (count) models, implement cov_type excess dispersion
- DOC/SUMM missing notebooks (outside tsa)
- Docs
- Python not yet supported