Statsmodels API

Statsmodels API for my taste.

Table of Contents

• 1. statsmodels.api
  • 1.1. Functions
  • 1.2. Classes
• 2. Basic Documentation
  • 2.1. Getting started
  • 2.2. Fitting models using R-style formulas
  • 2.3. About Statsmodels
  • 2.4. endog, exog, what’s that?
  • 2.5. Import Paths and Structure
  • 2.6. Pitfalls
  • 2.7. Internal Classes
• 3. Main modules of interest
  • 3.1. statsmodel
  • 3.2. statsmodel.discrete
  • 3.3. statsmodel.distributions
  • 3.4. statsmodel.emplike
  • 3.5. statsmodel.genmod
  • 3.6. statsmodel.graphics
  • 3.7. statsmodel.miscmodels
  • 3.8. statsmodels.nonparametric
  • 3.9. statsmodels.regression
  • 3.10. statsmodel.robust
  • 3.11. statsmodel.stats
• 4. Other modules of interest
  • 4.1. statsmodel.base
  • 4.2. statsmodel.datasets
  • 4.3. statsmodel.duration
  • 4.4. statsmodel.formula
  • 4.5. statsmodel.iolib
  • 4.6. statsmodel.tests
  • 4.7. statsmodel.tools
  • 4.8. statsmodel.tsa
• 5. statsmodel.sandbox
  • 5.1. statsmodels.sandbox.contrast_old
  • 5.2. statsmodels.sandbox.cox
  • 5.3. statsmodels.sandbox.descstats
  • 5.4. statsmodels.sandbox.formula
  • 5.5. statsmodels.sandbox.gam
  • 5.6. statsmodels.sandbox.infotheo
  • 5.7. statsmodels.sandbox.km_class
  • 5.8. statsmodels.sandbox.mle
  • 5.9. statsmodels.sandbox.multilinear
  • 5.10. statsmodels.sandbox.pca
  • 5.11. statsmodels.sandbox.rls
  • 5.12. statsmodels.sandbox.survival
  • 5.13. statsmodels.sandbox.survival2
  • 5.14. statsmodels.sandbox.sysreg
  • 5.15. statsmodels.sandbox.utils_old
• 6. statsmodel.sandbox2
  • 6.1. statsmodels.sandbox.archive
  • 6.2. statsmodels.sandbox.datarich
  • 6.3. statsmodels.sandbox.distributions
  • 6.4. statsmodels.sandbox.mcevaluate
  • 6.5. statsmodels.sandbox.nonparametric
  • 6.6. statsmodels.sandbox.panel
  • 6.7. statsmodels.sandbox.regression
  • 6.8. statsmodels.sandbox.stats
  • 6.9. statsmodels.sandbox.tests
  • 6.10. statsmodels.sandbox.tools
  • 6.11. statsmodels.sandbox.tsa
• 7. From official doc
  • 7.1. Linear Regression
  • 7.2. Generalized Linear Models
  • 7.3. Generalized Estimating Equations
  • 7.4. Robust Linear Models
  • 7.5. Linear Mixed Effects Models
  • 7.6. Regression with Discrete Dependent Variable
  • 7.7. ANOVA
  • 7.8. Time Series analysis tsa
  • 7.9. Models for Survival and Duration Analysis
  • 7.10. Statistics stats
  • 7.11. Nonparametric Methods nonparametric
  • 7.12. Generalized Method of Moments gmm
  • 7.13. Empirical Likelihood emplike
  • 7.14. Other Models miscmodels
  • 7.15. Distributions
  • 7.16. Graphics
  • 7.17. Input-Output iolib
  • 7.18. Tools
  • 7.19. The Datasets Package
  • 7.20. Sandbox