Schedule and Textbooks Information
Fall 2021 Schedule and Textbook Information for STAT 514
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STAT 514 - Textbook(s) for Fall 2021
CRN | Title | Author | ISBN | Version | Req/Opt |
---|---|---|---|---|---|
13137 | Design and Analysis of Experiments | Douglas C. Montgomery | 9781119113478 | 10th | Y |
13439 | Design and Analysis of Experiments | Douglas C. Montgomery | 9781119113478 | 10th | Y |
STAT 514 - Schedule information for Fall 2021
CRN | Section | Instructor | Day | Time | Room |
---|---|---|---|---|---|
18478 | 009 | Yu Michael Zhu | TR | 10:30-11:45am | KNOY B041 |
13439 | 007 | Min Zhang | TR | 07:30-08:45am | ME 1015 |
13137 | 008 | Min Zhang | TR | 09:00-10:15am | ME 1015 |
STAT 514 - Course Outline
- Basics: type I and type II errors; powers of a test and sample size
- One-Way Anova: assumptions; diagnostics; transformations; tests on means; contrasts; analysis of covariance
- Two-Way Anova: fixed vs. Random effects; crossed treatments; expected mean square algorithm; conservative F-test; Tukey procedure
- Completely Randomized Design: rationale for randomization; technique of randomization; analysis of mixed models; pooling procedures
- Randomized Complete Block Design: rationale for blocking (control); restriction on randomization; blocks fixed vs. Blocks random; how to allocate observations to increase power
- Nested Designs: hierarchical; nested factorial; repeated measures designs
- Split Plot Designs: whole plots as experimental units; restriction on randomization; split plots as experimental units; whole plot vs. Split plot error; pooling for split plot designs; split-split plot designs
- Latin Square and Related Designs: idea of an incomplete design; latin square; graecolatin square; crossover design; switchback design<
- 2n Designs: 2n; 2n in complete blocks; 2n in incomplete blocks
- 2n-k Designs: fractions; blocking in fractions
- 3n Designs: 3n; 3n-p
- Response Surfaces: first order designs; second order designs