Course Syllabus (pdf file) (ps file)
Lectures
Monday,
Wednesday 1:30 - 2:45
304 Whitehead Hall
Office hours:
Dan
Naiman -
Tuesday 1-3 or by appointment
Room 200 Whitehead Hall
Xiaoling
Wu
Monday 12:30 - 1:30, Wednesday 2:45 - 3:45
Room 203A Whitehead Hall
Lectures :
Lecture
#1 Monday January 28th
Simple limit theorems (Chung 5.1) WLLN (Chung 5.2)
Lecture #2 Wednesday January 30th
Convergence of series, Kolmogorov's maximal inequality and 3 series theorem
(Chung 5.3)
Lecture #3 Monday February 4th
Kronecker's Lemma, Strong law of large numbers (Chung 5.4)
Lecture #4 Wednesday February 6th
Strong Law of Large numbers and applications (Glivenko-Cantelli theorem,
Renewal theorem)(Chung 5.4, 5.5)
Lecture #5 Monday February 11th
Characteristic functions and inversion (Chung 6.1, 6.2)
Lecture #6 Wednesday February 13th
Convergence of charateristic functions (Chung 6.3)
Lecture #7 Monday February 18th
Miscellaneous results related to characteristic functions (Chung 6.3, 6.5,
6.6, Billingsley Section 29)
Lecture #8 Wednesday February 20th
Liapounov's theorem, Lindeberg Feller Theorem (Chung 7.1, 7.2, 7.3)
Lecture #9 Monday February 25th
Lindeberg-Feller Theorem (continued)
Lecture #10 Wednesday February 27th
Lindeberg-Feller Theorem (continued)
Lecture #11 Monday March 4th
Lindeberg-Feller Theorem
Lecture #12 Wednesday March 6th
Berry-Esseen Theorem (Chung 7.4) Large deviations theorems, Hoeffding's
inequality (hoeffding.pdf)
Lecture #13 MondatyMarch 11th
Chernoff's Theorem and Exponential Centering/Tilting (chernoff.pdf)
Lecture #14 Wednesday March 13th
Introduction to (Sub-,Super-)Martingales, Stopping times, Kolmogorov's
inequality (Billingsley 35)
Homework problems:
Assignment
#1 Due Wednesday Feb 13th (pdf file) (ps
file)
Hints for Problem 5.2 #5 from HW#1 (pdf file) (ps
file)
Assignment #2 Due Wednesday Feb 27th (pdf file) (ps
file)
Assignment #3 Due Wednesday March 27th (pdf file)
(ps file)
Assignment #4 Due Mondaty April 30th (pdf file)(ps
file)
Contact Daniel Naiman daniel.naiman@jhu.edu