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

Time Series analysis tsa statsmodels.tsa contains model classes and functions that are useful for time series analysis. This currently

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

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

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:

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

Linear Regression Linear models with independently and identically distributed errors, and for errors with heteroscedasticity or autocorrelation

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

Nonparametric Methods nonparametric This section collects various methods in nonparametric statistics. This includes kernel