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

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

Patsy: Contrast Coding Systems for categorical variables Note

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:

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

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