\(n\) random random variables are IID if they are

- independent
- identically distributed (see below)

## “identically distributed”

Consider \(n\) random variables:

- \(X_i\) all have the same PMF / PDF
- and therefore, all have the same expectation and variance

## central limit theorem

when things are IID, you can use central limit theorem.