statsmodels

SUMMARY

What it does

This Agent Skill provides procedural knowledge for using the Python statsmodels library. It covers model fitting (OLS, GLM, discrete choice, time series), diagnostics, inference, and best practices. The skill includes reference documentation and workflows for linear regression, binary classification, count data, and time series forecasting. It is designed for rigorous statistical analysis with an emphasis on inference and publication-ready reporting.