Statistics 761
Advanced Regression
Home Page
This page contains various handouts and supplements that will be used throughout the course of the semester. You are encouraged to print these documents out and bring them to class.
Syllabus
Course
Outline
The data sets in this textbook can be downloaded from the following site:
ftp://ftp.wiley.com/public/sci_tech_med/regression_3e/
A linear regression java
applet
that illustrates the effects of outliers.
An
R function
that performs a Lack of Fit test as discussed in Section 4.5 of Montgomery, Peck, and Vinning.
An
R function
that calculates VIFs as discussed in Section 10.4.2 of Montgomery, Peck, and Vinning.
An
R function
that calculates the principal components regression estimator discussed in Section 10.5.4 of Montgomery, Peck, and Vinning.
(Wilcoxon) rank
dispersion function
and corresponding
gradient function
.
Robust General Linear Models (
RGLM
) page. The
RGLM manual
is given
here
.
R code
for Weighted Wilcoxon estimation and inference. A
help file
and
technical report
are also available.
A
technical report
for Minitab's RREGRESS command is given
here
.