STAT 210a -- Theoretical Statistics

Lecture: MWF 9-10 am, 6 Evans Hall

Problem session: Mon 3-4:30pm, 1011 Evans Hall

Instructor: Deborah Nolan
Office Hours: Wed 10:30-12
395 Evans

Teaching Assistant: Jonathan Grib
Office Hours: Thu 2-4pm
305 Evans

Grading policy: 50% HW and 50% Final
There will be weekly homework assignments due Friday in class.
The final exam will be a take home exam.

Required Text: Bickel and Doksum, Mathematical Statistics vol I, second edition.
Additional reading:
Pollard, Asymptopia, Chapter 2. Available at www.stat.yale.edu/~pollard/Asymptopia/Classical.pdf
Chapter 1 in The EM algorithm and extensions, by G. J. McLachlan and T. Krishnan.


Reading and Homework Assignments

All problems are from Bickel and Doksum unless noted otherwise.

Week Read Problem Sets Due Date
1 Chap 1, Sec 1&2 1.1 #3, 4, 7, 8, 11, 14, 15 1.2 #3, 11, 12, 14 Sep 6
2 Chap 1, Sec 3 1.3 #3a, 8, 9, 10, 18, 19 Sep 13
3 Chap 1, Sec 4&5 1.4 #4, 6, 12, 14 1.5 #3, 7, 11 Sep 20
4 Chap 1, Sec 6 1.6 #4, 10, 17, 36, 39 Sep 27
5 Chap 2, Sec 1,2 2.1 #8, 10 2.2 #3, 6, 12, 19 Oct 4
6 Chap 2, Sec 3 2.2 #21, 33, 37 2.3 #1, 7, 13 Oct 11
7 Chap 2, Sec 4 2.4 #11, 17 and two problems on handout Oct 18
8 Chap 3, Sec 1-3 3.2 #2, 4, 3.3 #4, 6, 8 Oct 25
9 Chap 3, Sec 4-5 3.4 #2, 5, 11 3.5 #6, 14 Nov 1
10 Chap 4, Sec 1-3 4.1 #6, 12 4.2 #4, 4.3 #6, 9, 10 Nov 8
11 Chap 4, Sec 4-9 4.5 #5, 4.8 #1(a), 4.9 #1, 9 Nov 15
12 Chapter 2 of Asymptpia Notest + Handout Nov 22
13 Notes No Homework
14 Hjort & Pollard article 5.3 #8, 9, 27, 32, 33 Dec 2
15 Final Dec 10