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Math 6020-001: Spring 2017
Multilinear Models
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| Instructor |
Davar Khoshnevisan (JWB 102) |
| Email |
 |
| Office Hours |
link |
| WWW |
http://www.math.utah.edu/~davar |
| Lectures | HEB 2002, MWF 2:00-2:50 pm |
| Texts |
The required text is An Introduction to Applied Multivariate Analysis with R
by B. Everitt and T. Hothorn. There is also
Applied Multivariate Statistical Analysis
by R.A. Johnson and D.W. Wichern, which serves as recommended reading, particularly
for more theoretical explanations of the material. |
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| Prerequisite | A grade of "C" or better in Math 6010 or equivalent. |
| No. of Credits | 3. |
| Description |
More advanced topics in multivariate linear models.
Topics include:
- Multivariate linear regression (ch. 7 of Johnson and Wichurn)
- Data visualization (ch. 2 of text)
- Principle Components Analysis, or PCA (ch. 3 of text)
- Factor Analysis (ch. 5 of text)
- Cluster Analysis (ch. 6 of text)
- Structure Equations modelling (ch. 7 of text)
There will be regular assignments and an occasional project. The grade is based on the result
of these assigned works.
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| Excused absences |
The following are days where I am away for professional reasons. There
will be no lecture during these days.
- Jan 16. Martin Luther King Day
- Feb 7-10. National Science Foundation visit
- Feb 20. Presidents' Day
- March 8-10. Seminar on Stochastic Processes 2017
- March 13-17. Spring Break
- March 21-20. Warwick conference on SPDEs
- April 19-21. Colloquium (UC, Ohio)
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155 South 1400 East, Room 102, Salt Lake City, UT 84112-0090, Tel:+1 801 581 3896, Fax:+1 801 581 4148