Examples: user contributions

This wiki page aims to assemble a collection user-contributed examples, tutorials and recipes for statsmodels.

User contributions

If you have an interesting example, or if you can write a quick tutorial describing one of statsmodels' features, please consider posting it here. We would be delighted!

Feel free to post your example file in any of the common formats (e.g. .py, .rst, .html) and to use any hosting service you like. One very slick, free, and convenient alternative is to:

1. Write-up your example in an IPython notebook
2. Save the content of the .ipynb file in a Gist
3. Use nbviewer to display the notebook in html format on the web. This step simply involves swapping the domain name in the Gist URL (e.g. https://gist.github.com/3484337 -> http://nbviewer.ipython.org/3484337)

The Examples

• Getting started
  • IPython Notebook
  • HTML view
• Autoregressive Moving Average (ARMA) Model
  • IPython Notebook
  • HTML view
• Discrete data models
  • IPython Notebook
  • HTML view
• Interactions and ANOVA
  • IPython Notebook
  • HTML view
• Generalized Linear Models
  • IPython Notebook
  • HTML view
• Generic Maximum Likelihood Model
  • IPython Notebook
  • HTML view
• Ordinary least squares regression
  • IPython Notebook
  • HTML view
• Out of sample prediction
  • IPython Notebook
  • HTML view
• Robust Linear Models
  • IPython Notebook
  • HTML view
• Using dates with timeseries models
  • IPython Notebook
  • HTML view
• Weighted Least Squares
  • IPython Notebook
  • HTML view