Lecture Schedule Fall 2010
Date |
Topic(s) |
Data/Assignment |
Reading |
Computer Program |
8/23 |
Introduction |
Short answers due
Aug. 27 |
Chapter 0 |
Plotting pdfs, cdfs in SAS;
Plots using GPLOT
GPLOT SAS output |
8/25 |
Single sample inference for the median |
Hw1, due 9/3 |
Chap.1.1-1.2 |
Sodium example
Sodium SAS output Binomial Dist for n=40
Normal approx of Binomial (CC)
Median and ecdf SAS code
Median and ecdf SAS output
R median and ecdf code |
8/27 |
Introduction to SAS meet in Admin 225
An
introductory lecture on SAS (MP4) |
In class SAS exercise |
Start Paste Output |
SAS Intro material
Sample SAS Program
students burgers
SAS Macro program |
8/30 |
Single sample inference, continued;
empirical CDF function |
|
Chap.1.1-1.2 |
temperature data
Median, ecdf, percentile SAS code
Median, ecdf, percentile SAS output
R percentile c.i. code |
9/1 |
Single sample inference, continued;
inference for percentiles |
. |
Chap.1.1-1.2 |
|
9/3,
b |
Comparison of tests; Two sample permutation tests |
Hw1 due |
Chap 1.3; Chap. 2.1 |
Normal data comparison
Laplace data comparison CDF difference example
CDF difference SAS output |
9/6 |
Labor day holiday; no lecture |
. |
|
|
9/8 |
Homework 1 review;
Permutation tests;
|
|
Chap. 2.2-2.4 |
Two-sample permutation macro
Two-sample perm. macro output
Permutation-Rank Sum comparison
Perm.-Rank Sum SAS output
|
9/10 |
Wilcoxon rank-sum test;
begin Mann-Whitney test |
Hw2, due 9/22 |
Chap. 2.4-2.6 |
Wilcoxon rank-sum test
Wilcoxon rank-sum SAS output
R Wilcoxon test code Wilcoxon ties example
Wilcoxon ties SAS output |
9/13,
b |
Mann-Whitney test and confidence interval;
Other two-sample tests:
Siegel-Tukey and Ansari-Bradley tests
|
. |
Chap. 2.6, 2.8 |
Shift c.i. program
Shift c.i. SAS output
R shift c.i. code
Siegel-Tukey, Ansari-Bradley tests
S-T, A-B SAS output
R Ansari-Bradley code |
9/15 |
Deviance tests; Omnibus tests; Scoring Systems |
|
Chap. 2.8, 2.7 |
RMD permutation macros
RMD permutation SAS output
R RMD permutation code
CDF difference illustration
CDF difference SAS output
Kolmogorov-Smirnov test
Kolmogorov-Smirnov SAS output
R Kolmogorov-Smirnov code |
9/17 |
Scoring systems; Comparing tests |
Project part 1 due |
Chap. 2.7, 2.9 |
Scores SAS code
Scores SAS output
vW scores example
vW scores SAS output
R vW scores code
Two sample scores program
Two sample scores SAS output |
9/20 |
Large sample approximations |
Exam 1 take home problems |
Chap. 2.10 |
|
9/22 |
K sample permutation tests;
the Kruskal-Wallis test |
Hw2 due |
Chap. 3.1-3.2 |
K sample permutation F test
K sample perm. F SAS output
R KW code |
9/24,b |
Kruskal-Wallis test and multiple comparisons |
|
Chap. 3.2-3.3 |
KW test with ties, scores
KW test with ties SAS output
|
9/27 |
Multiple comparisons |
|
Chap. 3.3 |
Multiple comparisons
Multiple comp. SAS output |
9/29 |
Ordered alternatives
Note: test on Friday is in Renfrew 125 |
. |
Chap. 3.4 |
Jonckheere-Terpstra test
Jonckheere-Terpstra SAS output |
10/1 |
Exam 1
Note: the test is in Renfrew 125 |
. |
|
|
10/4 |
Exam review; Paired-comparison permutation test
|
. |
Chap. 4.1 |
|
10/6 |
Signed rank test;
Signed rank test with ties; Sign test |
Hw3, due 10/15 |
Chap. 4.2, 4.3 |
Signed rank test, Sign test
Signed rank, Sign test SAS output
R Signed rank code |
10/8 |
Permutation RCB F test;
Friedman's test |
Theory problems discussion? |
Chap. 4.4- 4.5 |
Friedman's test
Friedman's test SAS output
R Friedman code |
10/11 |
Friedman's test with ties; Page's test |
|
Chap. 4.5, 4.6 |
Candy example
Candy example SAS output
Page's test; RCB Mult. Comp
Page, RCB Mult.C. SAS output |
10/13 |
Permutation test for correlation and slope;
Spearman correlation |
. |
Chap. 5.1, 5.2 |
Perm. test for Pearson's corr.
Perm. test SAS output
Perm. test for Spearman's corr.
Perm. test Spearman SAS output |
10/15 |
Kendall's tau-a and tau-b; Permutation chi-squared tests |
Hw3 due |
Chap. 5.3, 5.4 |
DVD data ; DVD
SAS output
Judges data; Judges SAS output
R association measures code |
10/18 |
Permutation chi-squared tests |
. |
Chap. 5.4 |
Perm. chi-squared test
Perm. chi-squared SAS output
R perm. chi-square code |
10/20 |
Homework review;
Fisher's exact test |
Hw4, due 10/29 |
Chap. 5.5 |
Football data
Football data SAS output
All possible football data sets
All poss. football data SAS output
R Fisher's exact code |
10/22 |
Tables with ordered categories; Introduction to the Bootstrap |
. |
Chap. 5.6, Chap. 8.1 |
Ordered category code;
Ordered category SAS output;
Simulation example;
Simulation SAS output |
10/25 |
Introduction to the Bootstrap |
. |
Chap. 8.1 |
Basic bootstrap example;
Basic bootstrap SAS output;
R basic bootstrap code |
10/27 |
Location-Scale Bootstrap Intervals |
.
|
Chap. 8.2 |
Location-scale bootstrap code
Loc-scale bootstrap SAS output
Bootstrap MSE macro
Bootstrap pivot macro |
10/29 |
Location-Scale Bootstrap Intervals;
Percentile and Residual Bootstrap C.I.'s |
Hw4 due;
Exam 2 take home problems;
Theory problems, set 2 |
Chap. 8.2, 8.3 |
Percentile, residual bootstrap code;
Perc., res. bootstrap SAS output
Bootstrap macro at SAS |
11/1 |
Homework review;
Types of bivariate bootstrap sampling |
Note: office hour is at 3:30 today |
Chap. 8.4 |
|
11/3 |
Bootstrap tests and confidence intervals
for multiple regression |
. |
Chap. 8.7 |
Bootstrap mult. reg.
tests
Boostrap mult. reg tests SAS output
Bootstrap mult. reg. conf. intervals
Bootstrap mult. reg ci SAS output
Bootstrap Mult Reg tests macro
Bootstrap Mult Reg CI macro |
11/5 |
When can bootstrap methods fail? |
. |
|
|
11/8 |
Exam 2
Note: the test is in Renfrew 125 |
|
|
|
11/10,
b |
Aligned rank tests for ANOVA models |
|
Chap. 9.2 |
Aligned rank SAS code
Aligned rank PDF output |
11/12 |
Kernel density estimation |
|
Chap. 10.1 |
Effect of extreme bandwidth;
Common bandwidth options; Kernel Density estimation;
Kernel Density SAS output;
R Density Est. code |
11/15 |
Nonparametric Curve Smoothing |
|
Chap. 10.2 |
Loess smoothing;
Loess SAS output;
R Nonpar smoother code;
Autos data |
11/17 |
Nonparametric Curve Smoothing; /Robust and rank-based regression |
Hw5, due 12/3;
Data available at text
website |
Chap. 10.3 |
|
11/19 |
Robust and rank-based regression |
. |
Chap. 10.3 |
Robust regr, Ch8 data;
Robust regr. Ch8 SAS output;
R Robust regr. Ch8 data;
Robust regr, slr example;
Robust regr, slr SAS output;
R Robust regr, slr example |
11/22-
11/26 |
Thanksgiving break |
. |
|
|
11/29 |
Robust and rank-based regression |
|
Chap. 10.3:
McKean-Vidmar
paper |
Robust and Rank-based CRF ANOVA;
Rb and Rk-based CRF SAS output;
R Rank-based CRF code |
12/1 |
Robust and rank-based regression |
Exam 3 take home problems |
Chap. 10.3:
Hubert et al
paper |
|
12/3 |
Homework 5 discussion, Review |
Hw5, due |
|
General bootstrap mult reg macro |
12/6 |
Poster session 1 |
|
|
|
12/8 |
Poster session 2 |
|
|
|
12/10 |
Poster session 3 |
|
|
|
Finals
week |
Office hours: Dec 13 9-12 , or email me |
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. |
Finals
week |
Exam on Monday, December 13 at 12:30 pm Note: the test is in
our usual room, TLC 244
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