Examples

This wiki page assembles a collection "official" and user-contributed examples, tutorials and recipes for statsmodels.

Official examples

The following table includes a list of examples that have been accept for distribution in the official statsmodels repository:

Getting started	HTML View	IPython Notebook
Autoregressive Moving Average (ARMA) Model	HTML View	IPython Notebook
Discrete data models	HTML View	IPython Notebook
Interactions and ANOVA	HTML View	IPython Notebook
Generalized Linear Models	HTML View	IPython Notebook
Generic Maximum Likelihood Model	HTML View	IPython Notebook
Ordinary Least Squares Regression	HTML View	IPython Notebook
Out of Sample Prediction	HTML View	IPython Notebook
Robust Linear Models	HTML View	IPython Notebook
Using Dates With Timeseries Models	HTML View	IPython Notebook
Weighted Least Squares	HTML View	IPython Notebook

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)

Please post your contributions below!

User-contributed examples

• Getting started: HTML View, IPython Notebook