# Empirical distribution function

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In statistics, an **empirical distribution function** is a cumulative probability distribution function that concentrates probability 1/*n* at each of the *n* numbers in a sample.

Let be random variables with realizations .

The empirical distribution function based on sample is a step function defined by

where *I*(*A*) is an indicator function.