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User Guide¶

Background¶

  • endog, exog, what’s that?
  • Import Paths and Structure
  • Fitting models using R-style formulas
  • Pitfalls

Regression and Linear Models¶

  • Linear Regression
  • Generalized Linear Models
  • Generalized Estimating Equations
  • Generalized Additive Models (GAM)
  • Robust Linear Models
  • Linear Mixed Effects Models
  • Regression with Discrete Dependent Variable
  • Generalized Linear Mixed Effects Models
  • ANOVA
  • Other Models othermod

Time Series Analysis¶

  • Time Series analysis tsa
  • Time Series Analysis by State Space Methods statespace
  • Vector Autoregressions tsa.vector_ar

Other Models¶

  • Methods for Survival and Duration Analysis
  • Nonparametric Methods nonparametric
  • Generalized Method of Moments gmm
  • Other Models miscmodels
  • Multivariate Statistics multivariate

Statistics and Tools¶

  • Statistics stats
  • Contingency tables
  • Multiple Imputation with Chained Equations
  • Empirical Likelihood emplike
  • Distributions
  • Graphics
  • Input-Output iolib
  • Tools
  • Working with Large Data Sets
  • Optimization

Data Sets¶

  • The Datasets Package

Sandbox¶

  • Sandbox

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Table of Contents

  • Installing statsmodels
  • Getting started
  • User Guide
  • Examples
  • API Reference
  • About statsmodels
  • Developer Page
  • Release Notes

Table of Contents

  • User Guide
    • Background
    • Regression and Linear Models
    • Time Series Analysis
    • Other Models
    • Statistics and Tools
    • Data Sets
    • Sandbox

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© Copyright 2009-2023, Josef Perktold, Skipper Seabold, Jonathan Taylor, statsmodels-developers. Last updated on Feb 14, 2023. Created using Sphinx 5.3.0.