| Lecture | Date | Topic(s) | Data/Assignment | Reading | Computer Program |
|---|---|---|---|---|---|
| 1a,b,c,d,e | 8/22 | Introduction; Randomization and Design |
Short answers on Canvas | Chapters 1-2 | |
| 2a,b,c | 8/24 | CR Designs | Review problems 1 | Chapter 3 | Resin SAS
program Resin R program Taste test data file |
| 3a,b,c | 8/26 | Introduction to SAS and R |
Practice SAS
or R exercise (For practice, you do not need to hand it in) SAS solution R solution |
Start Paste Output | Taste test SAS
program SAS output Taste test R program Taste test Rmd file SAS Intro material R Intro code |
| 4a,b | 8/29 | Contrasts |
Chapter 4 | SAS
contrast/mult comp code R contrast/mult comp code |
|
| 5a | 8/31 | Multiple Comparisons | Chapters 5 | |
|
| 6a,b | 9/2 | Checking model assumptions | Chapters 6 | SAS cloud
seeding SAS transformations SAS output R transformations |
|
| 9/5 | Labor Day Holiday | Class does not meet today | |||
| 7a,b,c | 9/7 | Checking model assumptions Power and Sample Size |
Exam
1 (take-home only) |
Chapters 6, 7.3 | SAS Power SAS output R Power |
| 8 | 9/9 | Power and Sample Size | Chapter 7.3 |
|
|
| 9 | 9/12 | Homework Review | Review
probs 1 SAS code SAS Output R solutions |
||
| 10 a,b,c, d,e,f |
9/14 | Finish homework review Factorial treatment structure |
Chapters 8.1-8.6 | SAS
Factorial code SAS Output R Factorial code |
|
| 11a,b | 9/16 | Factorial treatment structure | Chapters 8.1-8.11 Chapter 9 |
SAS
Interaction code SAS output R Interaction code R Interaction contrast code SAS Interaction contrast code SAS output |
|
| 12 | 9/19 | Factorial treatment structure | Exam 1 due on Canvas | Chapter 9 | |
| 13a,b | 9/21 | Factorial treatment structure/ Unbalanced factorial data |
Review problems 2 | Chapter 9 Chapter 10.1-10.3 |
SAS
unbalanced data SAS output Small data SAS file extra SAS output R unbalanced data |
| 14 | 9/23 | Unbalanced factorial data | Chapter 10.1-10.3 | SAS
factorial mult comps SAS output R factorial mult comps |
|
| 15a,b,c | 9/26 | Exam 1 review; Random effects models |
Exam
1 R solutions Exam 1 SAS code Exam 1 SAS output |
Chapter 11.1-11.3 | Random
effects SAS SAS output R Random Effects |
| 16a,b,c | 9/28 | Random effects models |
Wellner lecture tomorrow | Chapter 11 | TV
show data; SAS mixed model code; SAS output; R mixed model code; |
| 17a,b | 9/30 | Random and mixed effects models Nested and crossed factors |
Chap. 11, 12 | Nested
coding; SAS Nested code; R Nested code |
|
| 18 | 10/3 | Nested and crossed factors | Chap. 12 | SAS
Nest. Fact. code; R Nest. Fact. code; SAS random effects power code 1; R random effects power code 1 |
|
| 19a,b | 10/5 | Nested and crossed factors Randomized Complete Block designs |
|
Chap. 12; Chap. 13.1-13.2 |
SAS RCB code; R RCB code SAS Tukey 1 df test code; R Tukey 1 df test code |
| 20 | 10/7 | Homework review session | Review probs
2 SAS code R solutions Exam 2 (take-home part) |
Prob 10.1 data,
Ex 11.4 data, Small unbalanced data |
|
| 21 | 10/10 | Homework review session | |
||
| 22 | 10/12 | Randomized Complete Block designs |
Chap. 13.1-13.3 | ||
| 23 | 10/14 | Randomized Complete Block designs Latin square designs |
Chap. 13.1-13.3 | SAS Latin
square code; SAS output; R Latin square code; SAS replicated LS code; R replicated LS code |
|
| 24 | 10/17 | In-class part of Exam 2 |
|
||
| 25a,b | 10/19 | Balanced Incomplete Block Designs | Chap. 14.1-14.2 | BIBD
SAS code; BIBD R code; Youden square SAS code; Youden square R code |
|
| 26 | 10/21 | Balanced Incomplete Block Designs | Chap. 14.1-14.2 | |
|
| 27 | 10/24 | Exam review Split plot designs |
Some Exam 2 TH solutions | Chap. 16.1-16.5 | |
| 28a,b,c | 10/26 | Split plot designs and relatives | Review
problems 3 |
Chap. 16.3-16.6 | CR Split plot
SAS code R CR Split plot code RCB SAS split plot code R RCB split plot code |
| 29a,b,c, d,e,f |
10/28 | Split plot designs and relatives; Repeated measures analysis |
Chap. 16.3-16.6 | Split-split-plot
SAS code ; R Split-split plot code ; Split-block SAS code ; R Split-block code |
|
| 30 | 10/31 | Repeated measures analysis | |
Chap. 16.6 | Repeated measures
SAS code; SAS output; R Repeated measures code |
| 31a,b | 11/2 | Repeated measures analysis | |
Chap. 16.6 | |
| 32 | 11/4 | Repeated measures analysis | Exam
3 (take-home only) |
Chap. 16.6 | |
| 33 | 11/7 | Homework review session | Review
probs 3 SAS code R solutions |
||
| 34 | 11/9 | Homework review
session; Confounded Block Designs |
Chap. 15.1 | |
|
| 35a,b,c | 11/11 | Confounded Block Designs | Chap. 15.1 | SAS
confounded burgers SAS output R confounded burgers SAS part. conf. example R part. conf. example |
|
| 11/14 | UI classes cancelled - I will be in the office 12:30-2:30 |
Exam 3 due Tuesday on Canvas |
|
||
| 36a,b,c,d,e | 11/16 | Confounded Block Designs Fractional factorial designs |
Review problems 4 | Chap. 15.1 Chap. 18.1-18.4 |
SAS fractional
factorial SAS output R fractional factorial |
| 37 | 11/18 | Analysis of covariance | Chap. 17.1-17.3 | SAS Ancova
code R Ancova code |
|
| 11/21 - 11/25 |
Thanksgiving break | |
|||
| 38 | 11/28 | Exam 3 review; Analysis of covariance |
Exam
3 R solutions Exam 3 SAS code |
Chap. 17.1-17.3 | SAS Ancova
with unequal slopes 1 SAS Output R Ancova unequal slopes Info about R mult comps with unequal slopes SAS Ancova with unequal slopes 2 |
| 39 | 11/30 | Analysis of covariance | |
Chap. 17.1-17.3 | SAS RCB
Ancova; SAS output R RCB Ancova; |
| 40 | 12/2 | Fractional factorial designs | Exam
4 (take-home part) |
Chap. 18.1-18.4 | Example 18.3 SAS
code SAS output Example 18.3 R code |
| 41 | 12/5 | Homework review session | |
. | |
| 42 | 12/7 | Homework review session | Review
probs 4 SAS code R solutions |
||
| 43 | 12/9 | Response surface methods; More on power analysis |
. | Chap. 19.1-19.7 | SAS Response
surface code; SAS output R Response surface code SAS Power Analysis code R Power Analysis code |
| Finals week |
Final Exam Tues. 12/13 at 12:45 | Office hours: M,W, Th: 12-2, T 10-12 |
. | . | |
