Statistics 512

Design and Analysis of Experiments

 

Syllabus

 

Topic

Text 4th Edition

Text 5th Edition

Design of Experiments and Observational Studies

26**

Kuehl Chap. 1

15

Kuehl Chap. 1

Planning for One-sample and 2-sample Tests

 26

 

Planning for Linear Regression Analysis

 

 

Regression with Indicator Variables

11

8.3-8.7

One-way Fixed Treatment Designs

16.6 - 16.11, 18.1 - 18.6

16.1-16.6,16.8

Equivalent Forms of Coding Categories

11.6 + computer manuals

16.1,16.7

Analysis of Treatment Effects

17

17

Analysis of Covariance

25

22

Two-Factor Fixed Treatment Designs

19, 20, 21, 23

19,25

Multifactor Fixed Treatment Designs

23

24

Confounded Designs

31

29

Response Surface Designs

32

30

Random and Mixed Effects

24

25

Design of Randomization

26

15.3,15.4

Randomized Complete Block Design

27

21

Nested Design

28

26

Split Plot Design

29.6

27.6

Incomplete Blocks

Kuehl Chap. 9

28.1, 28.2

Latin Square Design

30

28.3-28.7

Repeated Measures and Longitudinal Studies

29

28.9

Sequential Experiments

 

 

Other Advanced Topics (time permitting)

 

 

 

**Chapter 15 of the 5th edition is preferable.

 

 

Grade Breakdown

homework                                25%

mid-term 1                               20%

mid-term 2                               20%

final exam                                 35%

 

Minimum total for letter grade

 

     60       65       70       75      81     86      90

      C        C+     B-        B       B+    A-      A

 

All Penn State and Eberly College of Science policies regarding academic integrity apply to this course. See http://www.science.psu.edu/academic/Integrity/index.html for details.