GLM spring 2009 - Course material

Book

McCullagh, P. & Nelder, J.A. Generalized linear models, 2nd edn, Chapman & Hall, 1989.

Lecture notes

• spring 2009 Whole document (version 2009-04-30)
  • Sections 1-3 (version 2009-04-30)
  • Sections 4-5 (version 2009-04-06)
  • Sections 6-9 (version 2009-04-23)
  • Sections 10 (version 2009-04-30)
  • R examples (version 2009-04-22)
  • Summary slides (version 2009-04-30)
• spring 2008
• syksy 2005

Exercises

The assignments are distributed during the previous week in the lectures and through this web page. Extra points (maximum 3 points) earned by solving the exercises will be added to the course exam points. An exercise is considered as solved, if you volunteer to present your solution in the exercise session.

• 2009-03-17 Exercises 2
• 2009-03-24 Exercises 3
• 2009-03-31 Exercises 4
• 2009-04-07 Exercises 5
• 2009-04-21 Exercises 6
• 2009-04-28 Exercises 7

Datasets

• Experimental data: Switching measurements on superconducting Josephson junctions
  • Experiment: R data
  • Experiment: CSV data
  • Verification: R data
  • Verification: CSV data
  • Article: published preprint
• Observational data: Follow-up data on cardiovascular diseases
  • R data
  • CSV data
• Observational data: Canadian Automobile Insurance Claims for 1957-1958
• Observational data: Third Party Motor Insurance in Sweden
• Observational data: SUPPORT (Study to Understand Prognoses Preferences Outcomes and Risks of Treatment)
  • R data

R

• http://www.r-project.org/
• R Site Search