Reading Guide
For the 1st lecture (August 29)
Read the Preface and the first two chapters of the text. Ch. 1 will
complement my introduction in which I explain what the course is going
to cover. Ch. 2 has some very elementary material in it, and I don't
plan to discuss all of it (since quite a bit of the material is
addressed in the prerequisite courses for STAT 657). But I will cover
material towards the end of the chapter, and add to what the text has
about confidence intervals. (Note: The material in Ch. 2 isn't
mainstream nonparametric statistics, but will be a good way to start the
course since some students may not know that they are supposed to read
the pertinent sections of the text prior to attending lecture.
We'll get into mainstream nonparametric statistics the second week, when
hopefully all students will have read Ch. 3 ahead of time.)
For the 2nd lecture (September 5)
We will spend about 2 weeks on Ch. 3 of the text. Prior
to the 2nd lecture, please read through the end
of Sec. 3.6, and come to class with any questions that you have.
(If you think that one of your questions may be hard for me to
answer "on the spot" please e-mail it to me by 6 PM on Wednesday
(but later on Wednesday is better than nothing, if you don't discover
that you have a question until late Wednesday night).) The first part
of Ch. 3 should be fairly easy material (and I'll guess the rest of Ch.
3 will be easy as well). We'll try to cover more than half of the
chapter during the 2nd lecture, so that I can spend some time
talking about StatXact during the 3rd lecture, in addition to
finishing our discussion of Ch. 3.
For the 3rd lecture (September 12)
I'll mostly discuss material related to
the remaining sections of Ch. 3 of the text (starting with Sec. 3.7).
My posted comments about Sections 3.7 through 3.11 (link to pertinent
web page is below) indicate some specific topics that I plan to talk
about.
For the 4th lecture (September 19)
Read all of Ch. 4 of H&W, but don't worry about the details of the test
described in Sec. 4.4. I consider Sec. 4.1 to be the most important
section of Ch. 4. Sec. 4.5 is important too, but it's rather short.
If you read my comments about Ch. 4 (see the link to them below), you
should be able to identify important points to focus on.
You can also read some of Ch. 9 of the StatXact 5 User Manual.
Besides the W-M-W test and normal scores test from Ch. 4 of H&W, the
tests from StatXact that I'll discuss this week are the Savage
scores test, (Pitman's) permutation test, and the use of StatXact's
permutation test to perform other linear rank tests that aren't included
on the menus of StatXact.
For the 5th lecture (September 26)
Read all of Ch. 5 of H&W. Don't worry if you don't come away from the
book understanding why the jackknife procedure of Sec. 5.2 works --- much more
explanation would have to be added in order for a typical reader who
lacks a good background in jackkniffing to understand why the procedure
works.
I'll discuss some additional two-sample tests that are included in the
StatXact 5 User Manual. I may also briefly mention some tests
that are included in Miller's Beyond ANOVA.
For the 6th lecture (October 3)
Read Sec. 6.1 and Sec. 6.2 of H&W.
I'll start by finishing my discussion of the jackknife procedure of Sec.
5.2 of H&W. Then I'll discuss another two-sample test that's on
StatXact. (Wrapping up Ch. 5 should take less than 45 minutes.)
I'll discuss some additional k-sample tests that are included in the
StatXact 5 User Manual in addition to the tests covered by the
first two sections of Ch. 6 of H&W. (Some of these tests are
included in Ch. 3 of Miller's Beyond ANOVA.)
For the 7th lecture (October 10)
Read Sec. 6.3 through Sec. 6.7 of H&W.
Section 6.5 is the most important of these sections. I plan to discuss
Sec. 6.3.A, Section 6.4, and Sec. 6.5 rather carefully, to help make sure
that you understand when and how to use the procedures covered in these
sections. I'll briefly discuss 6.3.B, 6.6, and 6.7, but I don't plan to
discuss 6.8, 6.9, and 6.10 (and so after we get through 6.7, I'll move
ahead to Ch. 7).
For the 8th lecture (October 17)
Read Sec. 7.1 through Sec. 7.4 of H&W. I'll also discuss Quade's test
from the StatXact manual.
For the 9th lecture (October 24)
Read the rest of Ch. 7 of H&W. I'll add comments to the web page
indicated below which will indicate which parts of Ch. 7 I think are the
most important. I'm not going to cover all of the remaining sections in
great detail.
I'll also give some indications here of how extensively I'll cover each
of the remaining sections of Ch. 7 in class. (I'll add to this part
later on this week.) As a way of making some comparisons, I'll indicate
that so far I have
- 0 pages of notes about Sec. 7.5,
- 7 pages of notes about Sec. 7.6,
- 1 page of notes about Sec. 7.7,
- 0 pages of notes about Sec. 7.8,
- 0 pages of notes about Sec. 7.8,
- 2.5 pages of notes about Sec. 7.9,
- 0.5 page of notes about Sec. 7.10,
- 7 pages of notes about Sec. 7.11,
- 2 pages of notes about Sec. 7.12,
- 0 pages of notes about Sec. 7.13,
- 0 pages of notes about Sec. 7.14,
- 0 pages of notes about Sec. 7.15.
For the 10th lecture (October 31)
Read Ch. 8 of H&W. Due to the fact that I have prepared lecture notes
for all sections except for Sec. 8.5 at this point, and I feel as though
I'm way behind this week since I'm scheduled to give the department
seminar of Friday morning, and I need to squeeze in some time to prepare
for that, and I don't think that I can finish Ch. 7 and do all of Ch. 8
this week, I think it's safe to say that you can skip reading Sec. 8.5
for now if you're running short of time. Since I also want to discuss
the exact version of the test based on Pearson's product moment
correlation coefficient that
StatXact can do, I think I'll just plan of discussing Sec. 8.5
next week, and include the extra test found on StatXact then.
- Here are some comments about
Chapter 8 of the text. (Note: I won't give my notes for Sec.
8.5 yet, since I haven't polished them enough yet.)
I strongly encourage you to work through the example of Hoeffding's
D test that I have presented in my web page notes on Sec. 8.6,
since I plan to give you one HW exercise about Hoeffding's test.
For the 11th lecture (November 7)
I'll finish Ch. 8, and start Ch. 9. The first few sections of Ch. 9 are
relatively simple, and so maybe we can cover at least 3 or 4 of them.
For the 12th lecture (November 14)
I'll finish Ch. 9, and perhaps also cover the
first section of Ch. 10.
For the 13th lecture (November 21)
I'll finish Ch. 9 (this time, for sure), and cover most of Ch.
10.
For the 14th lecture (December 5)
I'll finish Ch. 10, talk some about the K-S goodness-of-fit test (which
can be done using StatXact), and cover Sec. 11.1 of H&W.