Schedule and Textbooks Information
Fall 2021 Schedule and Textbook Information for STAT 524
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STAT 524 - Textbook(s) for Fall 2021
| CRN | Title | Author | ISBN | Version | Req/Opt |
|---|
| 29264 | Applied Multivariate Statistical Analysis | Richard A. Johnson; Dean W. Wichern | 9780131877153 | 6th | Y |
STAT 524 - Schedule information for Fall 2021
| CRN | Section | Instructor | Day | Time | Room |
|---|
| 29264 | 001 | Lingsong Zhang | TR | 12:00-1:15pm | UNIV 001 |
STAT 524 - Course Outline
| Approximate Hours |
Section |
Topic |
| 5 | A. | Introduction to matrix operations, and multivariate normal distributions. Simple graphical and numerical summaries of data. |
| 15 | B. | Partial correlation and dimension reduction techniques: Principal component analysis, Factor analysis, and Canonical correlation. |
| 5 | C. | Clustering, multidimensional scaling |
| 10 | D. | Linear and quadratic discriminant analysis, classification tree, bagging and boosting |
| 8 | E. | Neural network, support vector machine and structural equation models |
| 2 | F. | Exams |