Generalized Linear Models

1. Continuous data: Linear models: Linear regression, anova and extentions of these.

• Text Linear models. Pdf-file of the text.

• Answers exercises linear models.

• Presentation. pdf-file

2. Binary data: Logistic regression including the likelihood approach.

• Text logistic regression models, Pdf-file of the text.

• Answers to execises logistic regression part 1.

• Answers to execises logistic regression part 2.

• Presentation. pdf-file

3. Count data: Poisson models

• Text Poisson models, Pdf-file of the text

• Answers exercises poisson models.

• Presentation. pdf-file

4. Generalized linear models

• Text short intermezzo on generalized linear models, Pdf-file

• Presentation. pdf-file

5. Dependent data: Mixed effect models

• Text Mixed effect models, Pdf-file of the text

• Answers exercises Mixed effect models 1 models.

• Answers exercises Mixed effect models 2 models.

• Presentation. pdf-file

All comments are most welcome. Please email me: j.vandenbroek@uu.nl