Stat 335 syllabus
Applied Regression Analysis
Bulletin Description: Simple, polynomial and multiple linear regression; residual and lack-of-fit analysis; simple, multiple, and partial and multiple-partial correlation analysis; model building algorithms, dummy variables; analysis of covariance; model comparisons; analysis of experimental designs including messy data; nonlinear regression models; computer-assisted data analysis using appropriate statistical software.
Prerequisite: ST210 or ST315 or ST320. Computer Lab Fee.
Text: Regression Analysis by Example, 5th edition, by S. Chatteyee and Ali S. Published by Wiley. ISBN: 978-0-470-90584-5
Coverage:
All or parts of Chapters 1-10 and case studies 13-17 of the textbook mentioned above. Sections from Chapter 9 are introduced as time permits.
|
Chapter 1 |
2.0 weeks |
|
Chapter 2 |
0.5 week |
|
Chapter 3 |
1.5 weeks |
|
Chapter 4 |
2.0 weeks |
|
Chapter 5 |
1.5 weeks |
|
Chapter 6 |
1.0 weeks |
|
Chapter 7 |
1.0 week |
|
Chapter 8 |
1.0 week |
|
Chapter 10 |
1.5 weeks |
|
Case studies |
1.0 week |
Last Updated February 18, 2014