statsmodels
https://github.com/statsmodels/statsmodels
Python
Statsmodels: statistical modeling and econometrics in Python
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- Issues
- SUMM/ENH: transformation models versus parameterized or nonparametric link functions
- ENH: helper function or options for splines, various polynomial basis in nonlinearity tests
- ENH: effective degrees of freedom for Penalty classes, e.g. SCADSmoothed
- BUG/ENH: singular exog and anova_lm
- plot_components smoothed observations
- ENH/REF safe exp, prevent overflow and underflow
- ENH/Design: collect tools for neighborhood indices, binning, coarsening
- Adaptive Kalman filter for state-space models?
- double seasonal SARIMAX
- ENH: weights for GAM and nonparametrics, especially var_weights
- Docs
- Python not yet supported