概率论
我使用的教材是Joseph K. Blitzstein和Jessica Hwang的Introduction to Probability second edition
目录
- Chapter 1: Probability and Counting
- Chapter 2: Conditional Probability
- Chapter 3: Random Variables and their Distributions
- Chapter 4: Expectation
- Chapter 5: Continuous Random Variables
- Chapter 6: Moments
- Chapter 7: Joint Distributions
- Chapter 8: Transformations
- Chapter 9: Conditional Expectation
- Chapter 10: Inequalities and Limit Theorems
- Chapter 11: Markov Chains
- Chapter 12: Markov Chain and Monte Carlo
- Chapter 13: Poisson Processes