Table of R-scripts

The table below contains R-scripts corresponding to the examples and exercises in Ulf Olssons book, Generalized linear Models - An Applied Approach, (2002) published by Studentlitteratur, www.studenterlitteratur.se. The examples and exercises as they appear in the book are in SAS. Olsson kindly approved of the seminar and of the making of the R-scripts.

The R-scripts are designed for the internal seminar at Informatis and Mathematical Modelling (IMM) at the Tehnical University of Denmark to be held spring 2006.

How to run the scripts:

Download and install the program (it is free and you can get it from http://www.r-project.org/), then download the R scripts you are interested in from below and run them from within R. The scripts will download the data if you are running R on a computer with a online internet connection, otherwise you will have to download the scripts manually and modify the code.


Chapter	Data	R scripts
1. General linear models	Example1.1.txt Example1.2.txt Example1.3.txt Example1.4.txt Example1.5.txt Exercise1.1.txt Exercise1.2.txt Exercise1.3.txt Exercise1.4.txt	Example1.1 Example1.2 Example1.3 Example1.4 Example1.5 Exercise1.1 Exercise1.2 Exercise1.3 Exercise1.4
2. Generalized linear models	Example2.7.txt Exercise2.3.txt	Example2.7 Exercise2.3
3. Model diagnostics		Exercise3.1 Exercise3.2 Exercise3.3
4. Models for continuous data	Example4.1.txt Exercise4.1.txt Exercise4.2.txt	Example4.1 Exercise4.1 Exercise4.2
5. Binary and binomial response variables	Example5.1.txt Example5.3.txt Example5.4.txt Example5.5.txt Exercise5.1.txt Exercise5.2.txt Exercise5.3.txt	Example5.1 Example5.2 Example5.3 Example5.4 Example5.5 Exercise5.1 Exercise5.2 Exercise5.3
6. Response variables as counts	Example6.1.txt Example6.3.txt Example6.4.txt Example6.5.txt Example6.6.txt Example6.7.txt Example6.8.txt Exercise6.1.txt Exercise6.2.txt Exercise6.3.txt Exercise6.6.txt Exercise6.7.txt	Example6.2 Example6.3 Example6.4 Example6.5 Example6.6 Example6.7 Example6.8 Example6.9 Example6.10 Exercise6.1 Exercise6.2 Exercise6.3 Exercise6.6 Exercise6.7
7. Ordinal response	Example7.1.txt Example7.3.txt Exercise7.1.txt Exercise7.2.txt	Example7.2 Example7.3 Exercise7.1 Exercise7.2
8. Additional topics	Example8.2.txt Example8.3.txt Example8.4.txt Example8.5.txt Exercise8.1.txt Exercise8.2.txt Exercise8.3.txt	Example8.1 Example8.2 Example8.3 Example8.4 Example8.5 Exercise8.1 Exercise8.2 Exercise8.3

The scripts are not all written yet, but when they are available, the table will be finished.

Comments and ideas for improvements of this page or the contents of it are most welcome, please mail me at rhbc (a) imm.dtu.dk. Also if you have questions regarding the scripts you are welcome to sent me an email.

This site was last updated 20-09-06.