(Last changes: added links to solutions to interactive lecture exercises for each module)

This is an overview of learning material in the course TMA4315 Generalized linear models given at the Department of Mathematical Sciences at NTNU in the autumn of 2018. Course description with formal information.

Module pages

These are links to (html-versions of) module pages in TMA4315 Generalized linear models in the autumn semester 2018 at NTNU. (To see .Rmd just replace .html with .Rmd).

  1. Introduction with solutions
  2. Multiple linear regression with solution w1 and w2
  3. Binary regression with solution w1 and w2
  4. Poisson and gamma regression with solution w1 and w2
  5. GLM — common core with solutions
  6. Categorical regression with solutions
  7. Linear mixed models with solution w1 and w2
  8. Generalized linear mixed models with solutions
  9. Summing up

Compulsory exercises