2. Basic Documentation

From bottom of this page: http://statsmodels.sourceforge.net/stable/index.html

Table of Contents

• 2.1. Getting started
  • 2.1.1. Loading modules and functions
  • 2.1.2. Data
  • 2.1.3. Substantive motivation and model
  • 2.1.4. Design matrices (endog & exog)
  • 2.1.5. Model fit and summary
  • 2.1.6. Diagnostics and specification tests
  • 2.1.7. More
• 2.2. Fitting models using R-style formulas
  • 2.2.1. Loading modules and functions
  • 2.2.2. OLS regression using formulas
  • 2.2.3. Categorical variables
  • 2.2.4. Operators
  • 2.2.5. Functions
  • 2.2.6. Namespaces
  • 2.2.7. Using formulas with models that do not (yet) support them
• 2.3. About Statsmodels
  • 2.3.1. Background
  • 2.3.2. Testing
  • 2.3.3. Financial Support
• 2.4. endog, exog, what’s that?
  • 2.4.1. Background
• 2.5. Import Paths and Structure
  • 2.5.1. API Import for interactive use
  • 2.5.2. Direct import for programs
• 2.6. Pitfalls
  • 2.6.1. Repeated calls to fit with different parameters
  • 2.6.2. Unidentified Parameters
  • 2.6.3. Other Problems
• 2.7. Internal Classes
  • 2.7.1. Module Reference