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

统计建模工具包。 OLS、GLM、逻辑、ARIMA、时间序列、假设检验、诊断、AIC/BIC，用于严格的统计推断和计量经济分析。 来源：ovachiever/droid-tings。

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