statsmodels

SKILL.md

Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods. Apply this skill for rigorous statistical analysis, from simple linear regression to complex time series models and econometric analyses.

Comprehensive suite of linear models for continuous outcomes with various error structures.

When to use: Continuous outcome variable, want inference on coefficients, need diagnostics

통계 모델링 툴킷. 엄격한 통계 추론 및 계량경제학 분석을 위한 OLS, GLM, 로지스틱, ARIMA, 시계열, 가설 테스트, 진단, AIC/BIC. 출처: jackspace/claudeskillz.

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