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Generalised linear models

By Gianluca Campanella ([email protected])

Creative Commons License

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