Month
|
Day
|
Monday
|
Day
|
Wednesday
|
Day
|
Friday
|
Jan
|
12
|
Lec1:
Overview and
Introduction.
|
14
|
Lec2:
Construction of Measures
|
16
|
Lec3:
Integration
|
Jan
|
19
|
Lec4:
Transformations
|
21
|
Lec5:
Product Spaces
|
23
|
Lec6:
Distributions and Expectations
|
Jan
|
26
|
Quiz#1
(Lec1-Lec6) |
28
|
Lec7:
Zero-One Laws: Independence |
30
|
Lec8:
Zero-One Laws: Borel-Cantelli Theorem, Chebyshev's Inequality
|
Feb
|
2
|
Lec9:
Zero-One Laws: Tail
sigma-algebra, Kolmogorov Zero-One Law
|
4
|
Lec10:
Zero-One Laws: Convergence
of R.V.s, Kolmogorov and Levy Inequalities |
6
|
Lec11:
Zero-One Laws: Kolmogorov's
Series Theorems |
Feb
|
9
|
Lec12: Weak and Strong Laws of Large
Numbers (LLN);
|
11
|
Lec13:
LLN: Weak LLN
(Chebyshev's) and
Strong LLN (with mean zero) |
13
|
Lec14:
LLN: Kolmogorov's Strong LLN I |
Feb
|
16
|
Reading Week (No Lectures) |
18
|
Reading Week (No Lectures) |
20
|
Reading Week (No Lectures) |
Feb
|
23
|
Quiz#2 (Lec7-Lec14) |
25
|
Lec15: Characteristic
Functions: Definition, Examples
|
27
|
Lec16: Characteristic
Functions: Definition, Examples II
|
Mar
|
2
|
Lec17:
Characteristic
Functions: Applications of Uniqueness of DF |
4
|
Midterm
(Lec1-Lec 16) |
6
|
Lec18:
Moment Generating
Functions and
Laplace Transform
|
|
|
|
Mar
|
9
|
Lec19:
Weak Convergence, Helly's
Theorems
|
11
|
Lec20:
Characteristic
Functions: Levy Limit Theorems |
13
|
Lec21:
Characteristic
Functions: Bochner Theorem and Applications of MGF
|
Mar
|
16
|
Quiz#3 (Lec15-Lec 21)
|
18
|
Lec22:
Central Limit Theorems:
Independent I.D. Components |
20
|
Lec23: Central Limit
Theorems: Lindeberg Condition
|
Mar
|
23
|
Lec24:
Central
Limit Theorems for Independent Components |
25
|
Lec25:
Central Limit Theorems:
Lyapunov's Condition and Theorem
|
27
|
Lec26:
Central Limit
Theorems: Aftermath
|
Mar-Apr
|
30
|
Lec27:
Infinite Divisible Distributions: Definition, Convolution of Measures |
1
|
Lec28:
Infinite Divisible
Distributions: Examples and Compound Poisson R.V.s
|
3
|
Lec29:
Infinite Divisible
Distributions: Characterization and Weak Limit |
Apr
|
6
|
Lec30:
Infinite Divisible
Distributions: The Levy-Khintchine Formula
|
8
|
Lec31:
Infinite Divisible Distributions: Stable Laws |
10
|
Good Friday (No Lectures) |
Apr
|
13
|
Quiz#4
(Lec22-Lec 30) |
15
|
Lec32: Infinite Divisible
Distributions: Applications |
17
|
Lec33: Course Review
|