This cheatsheet is a 10-page reference in probability that covers a semester's worth of introductory probability.
The cheatsheet is based off of Harvard's introductory probability course, Stat 110. It is co-authored by former Stat 110 Teaching Fellow William Chen and Stat 110 Professor Joe Blitzstein.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License..
- Monty Hall
- St. Petersburg Paradox
Contributor: Joe Blitzstein
Summary: A huge thanks goes to Professor Joe Blitzstein (@stat110) for his work in polishing up the cheatsheet, adding colors and figures, and officially using it in his Stat 110 class (which is the class that inspired this cheatsheet to begin with). The cheatsheet is now a joint work by William and Professor Blitzstein.
Added
- Figures
- Probability of an Intersection or Union
- Distributions in R Section
- Colors
Fixes
- Extensive polishing and rephrasing for clarity, consistency, and quality.
Moved
- Inequalities moved from the back reference sheet to inside the cheatsheet under "Distribution Properties"
- Some sections reordered
Removed
- Repeated definitions of PMF and CDF
- Calculating Probability (2) from Example Problems
- MGF -- Distribution Matching from Example Problems
Summary: Cleaned up sections, moved things around to more logical locations, and fixed one error in formula. Also removed some left margins, which allowed room for a Settlers of Catan diagram and the hat-matching problem.
Added
- Settlers of Catan diagram
- Hat-matching problem
Removed
- Unused theorems and commands
- Left margins on descriptions
Major Fixes
- Fixed error in Law of Total Probability formula
Merged
- Classic Problems is now merged into Example Problems
Moved
- Reorganized material on Beta distribution
Summary: Added a new page of content, including vast improvements to problem solving solutions and a new biohazards section.
Added
- Probability that the normal distribution falls in a certain interval
- Convolutions section
- Minimum and Maximum of Random Variables problem
- Adam and Eve's Laws problem
- MGF - Distribution Matching problem
- Two Markov Chain problems
- Major improvements to Problem Solving Strategies
- Biohazards Section
- Recommended Resources Section)
Removed
- Duplicate Law of Total Expectation section
Moved
- Amoeba Spliting and Typos in your Textbook to Example Problems
Major Fixes
- Fixed solution to "Orderings of i.i.d. random variables"
Added
- Probability Cheatsheet
For comments, suggestions, and corrections: contact William, submit a pull request, or submit an issue on Github!
William Chen - You can message William on Quora, tweet him at @wzchen, or contact him via his website
Joe Blitzstein - You can tweet Joe at @stat110