Modules
Each module consists of a triple forum lecture and a 3 hour computer lab. The reading suggestions refer to chapters in the books by D.G.Altman (DGA) and by Armitage, Berry, and Matthews (ABM). (See the literature page.)The handouts listed are in printer-friendly format with 3 or 4 frames per page and should be printed by the participants before each lecture. (The actual slides are stored here)
Exercise solutions are read-protected until after the exercise
basics
Topic: Paired and unpaired comparisons. Determination of sample size. Introduction to SAS programming.
Reading: DGA: 1-4, 9, 12.3, 15.3, ABM: 4.3, 4.6
Handouts: repetition-2x2.pdf language3.pdf graphics3.pdf
Exercises: opgave_dag1.pdf juul2.sas
Data for exercises: juul2.txt
Solutions: exercise.sas
anova
Topic: Introduction to SAS, continued. Analysis of variance
Reading: ABM: 8, 9
Handouts: anova-2x2.pdf
Exercises: zelazo_opg.pdf
Data for exercises: zelazo.txt
Solutions: zelazo_besv.pdf zelazo.sas
multreg
Topic: Multiple regression. The general linear model.
Reading: DGA: 11, 12.4, ABM: 11
Handouts: glm-2x2.pdf ancova-2x2.pdf
Exercises: juul_opg.pdf
Data for exercises: juul2.txt
Solutions: juul_besv.pdf juul_besv.sas
param
Topic: Parametrisations, splines.
Reading: ABM 11.3-11.10
Handouts: param-2x2.pdf
Exercises: parameter_opg.pdf
Data for exercises: juul2.txt bif.txt
Solutions: bif_parameter_besv.pdf bif_parameter.sas
logord
Topic: Logistic and ordinal regression.
Reading: DGA: 12.5, ABM: 14
Handouts: genmod3.pdf ordinal_mv3.pdf
Exercises: fibrose_opg.pdf
Data for exercises: fibrosis.txt
Solutions: fibrose_besv.pdf fibrose_besv.sas
nonlin
Topic: Nonlinear regression
Reading: ABM: 12.1-12.4
Handouts: nonlin-2x2.pdf
Exercises: ikkelin_opg.pdf
Data for exercises: bif.txt juul2.txt
Solutions: ikkelin_besv.pdf ikkelin.sas
varcomp
Topic: Variance component (multilevel) models
Reading: ABM: 8.3, 12.5
Handouts: varkomp-2x2.pdf
Exercises: swabs_opg.pdf
Data for exercises: swabs.txt
Solutions: swabs_besv.pdf swabs_opg.sas
repmeas
Topic: Repeated measurements
Reading: DGA: 14.6, ABM: 12.6
Handouts: rm-2x2.pdf
Exercises: vitamin_opg.pdf
Data for exercises: marsvin.txt
Solutions: vitamin_besv.pdf vitamin_opg.sas