| Date | Topic(s) | Data/Assignment | Reading | Computer Program |
|---|---|---|---|---|
| 8/22 | Introduction | Chapter 0 | Plotting pdfs, cdfs in SAS; Plots using GPLOT |
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| 8/24 | Introduction, continued | Hw1, due 9/9 | Chapter 0 | |
| 8/26 | Introduction to SAS meet in Admin 225 |
. | Start Paste Output | SAS Intro material Sample SAS Program students burgers Sample CRF SAS Program SAS Macro program |
| 8/29 | Single sample inference for the median and cdf | . | Chap.1.1-1.2 | Median and ecdf SAS code |
| 8/31 | Single sample inference, continued | Chap.1.1-1.2 | temperature data Median, ecdf, percentile SAS code |
|
| 9/2 | Comparison of tests | . | Chap. 1.2-1.3 | Normal data comparison Laplace data comparison |
| 9/5 | Labor day holiday; no lecture | . | ||
| 9/7 | Two sample permutation tests | . | Chap. 2.1-2.2 | CDF difference example |
| 9/9 | Wilcoxon rank-sum test | Hw1 due | Chap. 2.3-2.5 | Two-sample permutation macro Wilcoxon rank-sum test |
| 9/12 | Homework review; more on Wilcoxon | . | Chap. 2.4-2.5 | Permutation-Rank Sum comparison Wilcoxon ties example |
| 9/14 | Mann-Whitney test and confidence interval; Siegel-Tukey and Ansari-Bradley tests |
Hw2, for discussion on 9/23 |
Chap. 2.5-2.6,2.8 | Siegel-Tukey, Ansari-Bradley tests |
| 9/16 | Deviance and omnibus tests; scoring systems | Project part 1 due | Chap. 2.8, 2.7 | RMD permutation macros Kolmogorov-Smirnov test |
| 9/19 | Scoring systems; comparing tests | . | Chap. 2.7, 2.9 | Scores SAS code |
| 9/21 | Comparing tests; large sample approximations | . | Chap. 2.9, 2.10 | Shift c.i. program; Large sample permutation example |
| 9/23 | Large sample approximations | . | Chap. 2.10 | |
| 9/26 | Homework 2 discussion; K sample permutation tests |
Hw2 discussion | Chap. 3.1 | K sample permutation F test |
| 9/28 | Kruskal-Wallis test and multiple comparisons | Exam 1 take home problems | Chap. 3.2-3.3 | KW test with ties, scores Multiple comparisons |
| 9/30 | Multiple comparisons; ordered alternatives | . | Chap. 3.3-3.4 | |
| 10/3 | Exam 1 | . | ||
| 10/5 | Ordered alternatives; Paired-comparison permutation test |
. | Chap. 3.4; 4.1 | Jonckheere-Terpstra test |
| 10/7 | Paired-comparison permutation test; Signed rank test |
. | Chap. 4.1, 4.2 | Signed rank test, Sign test |
| 10/10 | Exam review | . | ||
| 10/12 | Signed rank test with ties; Sign test | . | Chap. 4.2, 4.3 | |
| 10/14 | Permutation RCB F test; Friedman's test |
Hw3, due 10/24 | Chap. 4.4 | Friedman's test |
| 10/17 | Friedman's test; Comparison of tests | . | Chap. 4.5 | Candy example |
| 10/19 | Page's test | . | Chap. 4.6 | Page's test; RCB Mult. Comp. |
| 10/21 | Permutation test for correlation and slope | . | Chap. 5.1 | Perm. test for Pearson's corr. |
| 10/24 | Spearman correlation | Hw3 due | Chap. 5.2 | Perm. test for Spearman's corr. |
| 10/26 | Kendall's tau-a and tau-b | . | Chap. 5.3 | DVD data ; Judges data |
| 10/28 | No meeting today; to be rescheduled | . | ||
| 10/31 | Homework review | . | ||
| 11/2 | More on Kendall's tau-b; Permutation chi-squared tests |
. | Chap. 5.3, 5.4 | |
| 11/4 | Permutation chi-squared tests; Multiple comparisons |
Hw4, for discussion on 11/11 |
Chap. 5.4 | Perm. chi-squared test |
| 11/7 | Fisher's exact test; Tables with ordered categories |
. | Chap. 5.5, 5.6 | Football data; Ordered category code |
| 11/9 | Chapter 5 review; Introduction to the Bootstrap |
. | Chap. 8.1 | |
| 11/11 | Homework 4 discussion | Hw4 discussion; Exam 2 take home problems |
||
| 11/14 | The Basic Bootstrap Method | . | Chap. 8.1 | Simulation vs. Bootstrap graphs; Basic bootstrap example |
| 11/16 | Location-Scale Bootstrap Intervals | . | Chap. 8.2 | Location-scale bootstrap code |
| 11/17 | Exam 2, Renfrew 127 at 6 pm | . | ||
| 11/18 | Percentile and Residual Bootstrap C.I.'s | . | Chap. 8.3 | Percentile, residual bootstrap code; Bootstrap macro at SAS |
| 11/21- 11/25 |
Thanksgiving break | . | ||
| 11/28 | Exam 2 review; Types of bivariate bootstrap sampling |
. | Chap. 8.4 | |
| 11/30 | Bootstrap tests and confidence intervals for multiple regression |
Hw5, for discussion on 12/9; Data available at text website |
Chap. 8.7 | Bootstrap mult. reg. tests Bootstrap mult. reg. conf. intervals |
| 12/2 | Aligned rank tests for ANOVA models | . | Chap. 9.2 | Aligned rank SAS code |
| 12/5 | More aligned rank tests | Course project due; Exam 3 take home problems |
Chap. 9.2 | |
| 12/7 | Homework 5 discussion | Hw5 notes | Bootstrap MSE macro Bootstrap pivot macro Bootstrap Mult Reg tests macro Bootstrap Mult Reg CI macro |
|
| 12/9 | Robust regression; review | . | Chap. 10.3 | Bisquare functions; Robust M regression; General bootstrap mult reg macro |
| Finals week |
Exam on 12/12, 1 pm | . | . |
