Class notes
All files in PDF format
Simple Linear Regression
KNNL Chapters 1 and 2
Diagnostics and Remedial Measures
KNNL Chapters 3 and 4
Matrices and Multiple Regression
KNNL Chapters 5 and 6 (
Figure 4
)
Marfan Syndrome Case Study
Check out the
SAS file
and
data
associated with this document
Multiple Regression and Model Selection
KNNL Chapters 7 and 8 (
First Scatterplot Matrix
;
Second Scatterplot Matrix
)
Diagnostics, Remedial Measures, and Final Topics
KNNL Chapters 8, 10, and 11 (
Scatterplot Matrix
)
Ridge Regression
KNNL Section 11.2
One-way Analysis of Variance (ANOVA)
KNNL Chapters 16, 17, and 18
Two-way Analysis of Variance (ANOVA)
KNNL Chapters 19 and 20
Multi-Factor Analysis of Variance
KNNL Chapters 23 and 24
Models with Random Factors
KNNL Chapter 25
Analysis of Covariance
KNNL Chapter 22
Nonlinear Regression
KNNL Chapter 13
Logistic Regression
KNNL Chapter 14