A numpy implementation is deployable anywhere. Why not statsmodels? We tried. statsmodels' GLM is not designed to be extended to multiple linear predictors cleanly, and the formula interface adds ...
Standard GLMs model E[Y|X] — the conditional mean. That's fine when you believe every risk with the same mean also has the same variance. But in motor insurance, a young driver and a middle-aged ...
Explore the statsmodels library, a tool that allows data analysts to perform linear regression with familiar R syntax and obtain detailed results. The power of statsmodels in statistical analysis ...
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