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The Statsmodels skill equips Claude with specialized capabilities for advanced statistical analysis and econometric modeling. It enables precise estimation, inference, and diagnostics across a wide range of methods including OLS, GLM, discrete choice models, and complex time series analysis. This skill is particularly useful for data scientists and researchers who require more than just predictive modeling, offering detailed statistical summaries, hypothesis testing, and rigorous validation of model assumptions to ensure scientific accuracy.
