1-Probability Theory
2-Random Variables
3-Parametric Distributions
4-Multivariate Distributions
5-Sampling
6-Law of Large Numbers & Central Limit Theorem
7-Maximum Likelihood
8-Method of Moments
9-Hypothesis Testing & Confidence Intervals
10-Regression Introduction
11-Numerical Optimization
Programming Problem Set
Problem Set 1 Answer Key
Problem Set 2 Answer Key
Problem Set 3 Answer Key
Problem Set 4 Answer Key
Problem Set 5 Answer Key
Problem Set 6 Answer Key
Problem Set 7 Answer Key
Problem Set 8 Answer Key
Problem Set 9 Answer Key
Problem Set 10 Answer Key
Midterm Review Midterm Practice Problems
Final Review Final Practice Problems