# Schedule and Textbooks Information

## Fall 2017 Schedule and Textbook Information for STAT 514

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### STAT 514 - Texbook(s) for Fall 2017

CRN Title Author ISBN Version Req/Opt
14943Design and Analysis of ExperimentsDouglas C. Montgomery97811181469278Y

### STAT 514 - Schedule information for Fall 2017

CRN Section Instructor Day Time Room
13137008Yu Michael ZhuTR3:00-4:15pmUNIV 001
13439007Yu Michael ZhuTR09:00-10:15amUNIV 001
14943009Qifan SongTR1:30-2:45pmREC 114

#### STAT 514 - Course Outline

1. Basics: type I and type II errors; powers of a test and sample size

2. One-Way Anova: assumptions; diagnostics; transformations; tests on means; contrasts; analysis of covariance

3. Two-Way Anova: fixed vs. Random effects; crossed treatments; expected mean square algorithm; conservative F-test; Tukey procedure

4. Completely Randomized Design: rationale for randomization; technique of randomization; analysis of mixed models; pooling procedures

5. Randomized Complete Block Design: rationale for blocking (control); restriction on randomization; blocks fixed vs. Blocks random; how to allocate observations to increase power

6. Nested Designs: hierarchical; nested factorial; repeated measures designs

7. 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

8. Latin Square and Related Designs: idea of an incomplete design; latin square; graecolatin square; crossover design; switchback design<

9. 2n Designs: 2n; 2n in complete blocks; 2n in incomplete blocks

10. 2n-k Designs: fractions; blocking in fractions

11. 3n Designs: 3n; 3n-p

12. Response Surfaces: first order designs; second order designs

Last Updated: May 17, 2018 3:38 PM

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