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

Toolkit zur statistischen Modellierung. OLS, GLM, Logistik, ARIMA, Zeitreihen, Hypothesentests, Diagnostik, AIC/BIC, für strenge statistische Schlussfolgerungen und ökonometrische Analysen. Quelle: jackspace/claudeskillz.

Original anzeigen