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 non-identically distributed sample of a random variable look?