ECDF

What are empirical cumulative distribution functions and what can we do with them? To answer the first question, let’s first step back and make sure we understand "distributions", or more specifically, "probability distributions".

A Basic Probability Distribution

Imagine a simple event, say flipping a coin 3 times. Here are all the possible outcomes, where H = head and T = tails: