University of Illinois at Chicago
School of Public Health
Division of Epidemiology & Biostatistics
BSST 580: Applied Multivariate
Statistical Analysis
Semester: Fall,
1999 (Term #991)
Call No.:
25439
Instructor: Stan Sclove
Textbook: Johnson & Wichern,
4th
ed. (JW)
Course Homepage
Organization and Administration
Daily Calendar
Errata to Textbook
Bibliography
(FYI only: no readings assigned except the textbook)
Datasets
Afifi-Azen
Blood Pressure Data
Heart Data
Fisher (Anderson)
iris data
codebook
for same
Homework
Homework
A: Linear Algebra; Distance; Covariance Plot due Mon.,
13-Sept.
Homework
B: Outlier Detection due Mon., 27-Sept.
Homework
C: Box-Cox Transformations due Mon., 11-Oct.
Minitab program: Driver
Main
program Sample
output
Homework
D: Regression in a Bivariate Distribution due Mon., 18-Oct.
Homework
E: Principal Components due Mon., 25-Oct.
Notes
Chapter 1: Aspects of Multivariate Analysis
Notes
Chapter 4: Multivariate Normal Distributions
Notes
An Example
of Outlier Detection
Chapter 5: Inferences about a Mean Vector
Notes
Chapter 6: Comparisons of Several Multivariate Means
Notes
Analysis
of Table 6.1 Effluent Data Analysed by Two Labs
Analysis
of Table 6.2 Sleeping Dog Data
Solutions to Exam 1 (4-Oct.) HTML
MS Word
Chapter 7: Multivariate Linear Regression Models
Notes
Chapter 8: Principal Components
Notes HTML
MS Word
Chapter 9: Factor Analysis
New on 16-October: Notes HTML
Chapter 10: Canonical Correlation Analysis
Notes being written
Chapter 11: Discrimination & Classification
Iron Deficiency
Anemia vs. Thalassemia (extra example)
Notes
Addendum
to JW Sec. 11.8 -- Logistic Regression; Classification and Regression
Trees; Neural Nets
Chapter 12: Clustering, Distance Methods, and Ordination
Notes
Notes on
"The Clustering of America"
Correspondence Analysis:
Chi-Square
for Table 12.15, p. 798
Structural Equation Models (SEMs) -- JW Sec. 9.7
Notes
GEMINI output for Duncan, Featherman & Duncan
Solutions to Final Exam (7 Dec.)
MS Word
Created: 21 October 1998
Updated: 7 Dec 1999