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Josef Perktold edited this page Sep 27, 2015
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- data handling
- formula handling
- fit and optimization
- prediction
- inference - cov_type
- inference - wald_tests
- special fit methods
- constrained
- penalized
- transformed
- plotting
extensions (not yet generic)
- diagnostics
- predict_at, margins
- inference - score tests, conditional moment tests
- variable selection
- resampling, cross-validation and bootstrap
- treatment effects: ATE, predict_at, margins
- nonparametric
- (mis)specification robustness
- outlier influence robustness
...
(narrowly defined similar to statsmodels.stats)
tools and functions that are usually not the main focus, e.g. multitests, linear algebra, ...