Generalized Estimating Equations Generalized Estimating Equations estimate generalized linear models for panel, cluster or repeated measures

Patsy: Contrast Coding Systems for categorical variables Note

Distributions This section collects various additional functions and methods for statistical distributions. Empirical

Linear Mixed Effects Models Linear Mixed Effects models are used for regression analyses involving dependent data. Such data arise when

Import Paths and Structure We offer two ways of importing functions and classes from statsmodels:

Fitting models using R-style formulas Since version 0.5.0, statsmodels allows users to fit statistical models

Pitfalls This page lists issues which may arise while using statsmodels. These can be the result of data-related or statistical problems, software design, ?non-standard? use

Robust Linear Models Robust linear models with support for the M-estimators listed under

Regression Diagnostics and Specification Tests Introduction In many cases of statistical analysis, we are

Empirical Likelihood emplike Introduction Empirical likelihood is a method of nonparametric inference and estimation that lifts