Expected value of including uncertainty

The expected value, often denoted as \( E(X) \) for a random variable \( X \), is a fundamental concept in probability and statistics that provides a measure of the central tendency of a random variable. It represents the long-term average outcome of a random variable if the process were to be repeated many times.