Patsy: Contrast Coding Systems for categorical variables Note

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

Generalized Method of Moments gmm statsmodels.gmm contains model classes and functions that are based on estimation with Generalized

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

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

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

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

Models for Survival and Duration Analysis Examples import statsmodels.api as

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

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