This paper gives alternative derivations for the standard variance formulas in two ... statistical properties of the sampling errors in the second stage. For the ease of exposition we examine the ...

A simple random sample is a subset of a statistical population in which each member of the subset has an equal probability of being chosen and is meant to be an unbiased representation of a group.