statsmodels
https://github.com/statsmodels/statsmodels
Python
Statsmodels: statistical modeling and econometrics in Python
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- Issues
- ENH: add OLSVectorized, initial version
- ENH: helper method for profile/restricted likelihood
- Covariance matrix is singular or near-singular, with condition number nan. Standard errors may be unstable.
- FAQ/DOC: diagnostic, overdispersion tests and tools for Poisson
- ENH: compare_lr_test for GLM
- BUG/ENH: summary fractional/float instead of integer in nobs, df_xxx
- REF/Design: split `XXXResults.__init__`, add `initialize_inference`
- ENH/Design: do we need a PenalizedResultsMixin
- ENH: Wald test with effective degrees of freedom
- Adjusted boxplot for skewed distribution
- Docs
- Python not yet supported