06_glms

Generalised linear models

By Gianluca Campanella (g.campanella@estimand.com)

Objectives

By the end of the session, you should be able to:

• Describe regression models in general
• Interpret the results of linear and logistic regression models
• Use statsmodels to fit generalised linear models

Plan

The session is designed to be delivered over three hours (including breaks).

Topic	Time
Generalised linear models	30 minutes
Linear regression using statsmodels	30 minutes
Logistic regression using statsmodels	30 minutes
Exercises	60 minutes

Materials

• Generalised linear models
• Linear regression using statsmodels
• Logistic regression using statsmodels
• Exercises and solutions