Schedule and Textbooks Information
Fall 2020 Schedule and Textbook Information for STAT 524
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STAT 524 - Textbook(s) for Fall 2020
Textbook information is not available at this time.
STAT 524 - Schedule information for Fall 2020
CRN | Section | Instructor | Day | Time | Room |
---|---|---|---|---|---|
29264 | 001 | Lingsong Zhang | MWF | 12:30-1:20pm | WALC 1121 |
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 |