Table of Contents

Probability and Counting. Conditional Probability. Random Variables and Their Distributions. Expectation. Continuous Random Variables. Moments. Joint Distributions. Transformations. Conditional Expectation. Inequalities and Limit Theorems. Markov Chains. Markov Chain Monte Carlo. Poisson Processes.

About the Author

Joseph K. Blitzstein, PhD, professor of the practice in statistics, Department of Statistics, Harvard University, Cambridge, Massachusetts, USA

Jessica Hwang is a graduate student in the Stanford statistics department.