Probability Distributions

A probability distribution describes how likely different outcomes are for a random variable, such as the normal distribution or the binomial distribution for counting successes in repeated trials. R provides functions for common distributions following a consistent naming pattern: d for density, p for cumulative probability, q for quantiles, and r for random generation. Understanding which distribution reasonably describes your data underlies many statistical tests and models.