Thanks folks.
But I have a follow up question. The term IID independent and identically distributed  a commonly used qualifier for most random variables.
If I am taking samples of a random variable, I am picking points from one distribution. Why do I have to use the qualifier 'identically distributed'?
Also, how does a nonidentically distributed sample of a random variable look?
