Lukas' Notes

Definition

Random Sample

A random sample of size from a probability distribution , in the i.i.d. sense, is a tuple of random variables that are mutually independent and identically distributed with common distribution :

Each models one observation. The recorded data are a realisation of the sample, with for the underlying outcome . The tuple preserves order and allows repeated values.