Statistics 524 - Fall 2001
Applied Multivariate Statistical Analysis
Course Outline
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Multivariate Data
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Multivariate ANOVA
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Principal Components
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Factor Analysis
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Canonical Correlation Analysis
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Discriminant Analysis
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Clustering
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Multidimensional Scaling
Format
There are two lectures and one lab every week. The basic concepts
and methods discussed in lecture will be explored by interactive data analyses
during lab.
Books
"Applied Multivariate Statistical Analysis" by Johnson and Wichern (Prentice
Hall 4th Ed.)
a list of various other multivariate analysis books
Assessment
-
Weekly assignment worth 30%
- Midterm worth 30%
-
Final worth 40%
Office hours
My office is 510, MATH, phone is 4-6038. Office hours: W1-2:30pm and
F1-2:30pm. Questions by e-mail are also welcome: yuzhu@stat.purdue.edu
Time and Location
- Monday, 8:30-9:30, CHME 002
- Wednesday, 8:30-9:30, CHME 002
- Friday, 8:30-9:30, AGAD 021
Prerequisites
Knowledge of regression and analysis of variance, basic statistical and
probability theory.
Michael Zhu -
<yuzhu@stat.purdue.edu>
Last modified on 08/16/01