Jeff Miller's General Linear Model Page
Welcome. This page offers access to some information about the general
linear model for statistical analysis, including analysis of variance (ANOVA),
regression analysis, and analysis of covariance. Construction is just getting
started.
The following license applies to all of the material at this site:
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 2.5 License.
A Textbook:
Statistical
Analysis with the General Linear Model
is an introductory textbook describing statistical analysis with
ANOVA, regression, and analysis of covariance.
It is intended for social sciences students
with a minimum of mathematical background, who have had one previous
statistics class (covering descriptive statistics and basic hypothesis
testing). It includes detailed
explanations and many examples, and can serve as the basis for an advanced
statistics course. If you do use
this textbook in any of your classes, I would love to hear about it.
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 2.5 License.
A Syllabus:
Syllabus
Here is the syllabus for my 2006 class using this book.
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 2.5 License.
Example Problems With Answers:
Here are Zip files with the homework exercises, the in-class midterm test, and the
final exams for the indicated years.
There is no set for 2004, because I was on sabbatical.
Also, the class changed between 2003 and 2005, with coverage of ANCOVA included
only from 2005 onwards.
2008
2007
2006
2005
2003
2002
2001
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 2.5 License.
Software for Generating Data for Examples and Problems:
-
AnoGen
A program to generate datasets for ANOVA practice problems and examples.
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RegGen
A program to generate datasets for regression & ANCOVA practice problems and examples.
Contact Details: