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The Statsmodels skill provides Claude with the specialized knowledge to execute deep statistical inference beyond simple prediction. It enables the creation of complex regression models (OLS, GLM), discrete choice analysis, and advanced time series forecasting while prioritizing model diagnostics and validity. Perfect for researchers, economists, and data scientists, this skill ensures that statistical assumptions like homoscedasticity and normality are verified through formal tests, delivering publication-ready results and robust causal insights.
