Random variables are independently and identically distributed (i.i.d.) if they are all Independent and all have the same distribution.

  • This is equivalent to saying they all have the same CDF. If discrete, they all have the same PMF.
  • “Identically distributed” doesn’t mean identical values. I can have two variables and that are i.i.d., but may have different values.