Tests on Discrete Data
- 16k Downloads
Generalized Linear Models (GLMs) substantially extend the power of statistical modeling. This chapter introduces GLMs and shows how to implement logistic regression, a frequently used application of GLMs, with the tools provided by Python. A worked example of Ordinal Logistic Regression demonstrates how the package “scikit-learn” and the tools of machine learning can be used for statistical modeling.