Lecture number | Date | Topics | Reading | Assignments | Computer material |
1 | 5/18 | Introduction, grading policies, review | |||
2 | 5/18 | Introduction to SAS and other software options | SAS Exercise | burgers,
student.csv, intro SAS file, SAS output, R intro code |
|
3 | 5/19 | Continued review of introductory statistics | |||
4a, b, c | 5/19 | Review; linear regression | Ott, sections 11.1-11.4 | review probs 1 | cereal
data, cereal SAS file, SAS output, R cereal code |
5 | 5/20 | Simple linear Regression | Ott, 11.1-11.4 | salary
data, salary SAS file, SAS output, R salary code |
|
6 | 5/20 | Review | rev
1 solutions, chicken data, |
||
7a,b | 5/21 | Linear regression topics; Correlation | Ott 11.5 - 11.7 | grasshopper
SAS file, SAS output, R grasshopper code |
|
5/21 | Exam 1 | ||||
EA1, 8a, b | 5/26 | Linear regression topics;
Correlation; Matrix- based approach |
Ott 11.5 - 11.7, 12.9 | review probs 2 | |
9 | 5/26 | Matrix- based approach | Ott 12.9 | ||
10a, b | 5/27 | Multiple regression | Ott, 12.1-12.4 | salary
SAS file2, SAS output, R salary2 code subs SAS file, SAS output, R subs code |
|
11 | 5/27 | Review | rev 2 solutions, SAS file, cloud data, |
||
12 | 5/28 | Multiple regression | Ott, 12.1-12.5 | ||
5/28 | Exam 2 | ||||
EA2, 13a, b | 6/1 | Multiple regression | Ott, 12.5-12.7 | ||
14 | 6/1 | Multiple regression | Ott, 12.5-12.8 | logistic SAS file, SAS output, R logistic code |
|
15 | 6/2 | Multiple regression/ Building regression models |
Ott, 12.5-12.8/ 13.1-13.4 |
review probs 3 | autos.txt, autos SAS file1, SAS output, R autos1 code |
16 | 6/2 | Building regression models | Ott, 13.1-13.4 | autos SAS file2, SAS output, R autos2 code |
|
17 | 6/3 | Building regression models | Ott, 13.1-13.4 | model
fitting data, modeling SAS file, SAS output, R modeling code |
|
18 | 6/3 | Review | rev 3 solutions, SAS file, 13.53 data, |
||
19 | 6/4 | ANOVA CR-p design | Ott, 8.1-8.4 | cuckoo data, cuckoo SAS file, SAS output, R cuckoo code |
|
6/4 | Exam 3 | ||||
EA3, 20a, b | 6/8 | ANOVA CR-p design | Ott, 8.3-8.5 | ||
21 | 6/8 | ANOVA CR-p design; Multiple Comparisons |
Ott, 8.5-8.6, 9.1 | review probs 4 | KW SAS file, SAS output, R KW code |
22 | 6/9 | Multiple Comparisons | Ott, 9.1-9.5 | ||
23 a, b | 6/9 | Multiple Comparisons, General Linear Model approach to ANOVA |
Ott, 9.4, 9.5, 9.8 | GLM SAS file, SAS output, R GLM code |
|
24 | 6/10 | Overview of experimental designs, Factorial Treatment Structure |
Ott, 14.1-14.3 | hot dog data, CRF SAS file, SAS output, R CRF code |
|
25 | 6/10 | Review | rev 4 solutions, SAS file, ex13.52 data, ex8.29 data, |
||
26 | 6/11 | Factorial Treatment Structure, Multiple Comparisons |
Ott, 14.3, 14.5 | CRF SAS file2, SAS output, |
|
6/11 | Exam 4 | ||||
EA4, 27 | 6/15 | Randomized Block Design | Ott, 15.1-15.2 | allergy data, RCB SAS file, SAS output, R RCB code |
|
28 | 6/15 | R B Design/ Latin Square Design | Ott, 15.2-15.3 | review probs 5 | car data, Latin square SAS file, SAS output, R Latin square code |
29 | 6/16 | L S Design/Unbalanced data | Ott, 15.3, 14.4 | unbalanced data unbalanced SAS file, SAS output, R unbalanced code |
|
30 | 6/16 | Power and Sample Size | Ott, 14.6 | Power SAS file, SAS output, R power code |
|
31 | 6/17 | Rand. Block Factorial Expt., Multiple Comparisons |
Ott, 15.4 | ||
32 | 6/17 | Review | rev 5 solutions, SAS file | ||
33 | 6/18 | Friedman's test | Ott, 15.5 | Friedman SAS file, SAS output, R Friedman code |
|
6/18 | Exam 5 | ||||
EA5, 34a, b | 6/22 | Analysis of covariance | Ott, 16.1, 16.2 | SAS ancova1 file, SAS output, R Ancova code |
|
35 | 6/22 | Analysis of covariance | Ott, 16.3- 16.5 | review probs 6 | forbes data, SAS ancova2 file, SAS output, R Ancova2 code |
36a, b | 6/23 | Random effects models; mixed effect models |
Ott, 17.1-17.6 | SAS random effects, SAS output, R random effects |
|
37a, b | 6/24 | Nested designs; Split-plot designs, Repeated measures designs |
Ott, 17.6, 18.2-4 | nested data, SAS nested file, SAS output, R nested code, SAS split-plot, SAS output, R split-plot code SAS rpt measures, SAS output, R rpt measures code |
|
38 | 6/24 | Review | rev 6 solutions, SAS file | ||
39 | 6/25 | Chi-square independence tests | Ott, 10.5 | SAS chi-square test, SAS output, R chi-square code |
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6/25 | Exam 6 | ||||