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Generalized Linear Models

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

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

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: [email protected]