Statsmodels Examples
This page provides a series of examples, tutorials and recipes to help you get started with statsmodels. Each of the examples shown here is made available as an IPython Notebook and as a plain python script on the
statsmodels github repository.
If you are not comfortable with git, we also encourage users to submit their own examples, tutorials or cool statsmodels tricks to the
Examples wiki page.
Topics
Linear Regression Models
Plotting
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Regression Plots
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Categorical Interactions
Discrete Choice Models
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Getting Started
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Fair's Affairs Data
Nonparametric Statistics
Generalized Linear Models
Robust Regression
Statistics
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ANOVA
Time Series Analysis
State space models
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SARIMAX: Introduction
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SARIMAX: Model selection, missing data
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VARMAX: introduction
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Dynamic Factor Models: Application
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Unobserved Components: Application
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Trends and cycles in unemployment
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State space modeling: Local Linear Trends
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ARMA: Sunspots Data
User Notes