Probability and statistics are two commonly misunderstood concepts. Using ideas and examples from "The Drunkard's Walk: How Randomness Rules Our Lives" by Leonard Mlodinow, the author shows how even in the most simple of scenarios, the probability of outcomes can be grossly miscalculated.