Discrete Random Variable

Definition

A discrete random variable $X$ takes values in a countable set $\{x_1, x_2, \dots\}$. Its distribution is described by a Probability Mass Function (PMF):

$$ p(x_i) = \mathbb{P}(X = x_i), \quad \sum_i p(x_i) = 1. $$