A country is stratified into states. A researchers wants to carry out a survey with a main requirement of state level data representation. I wonder if sample size should be determine using country level information and then distribute the sample size using different allocation schemes or determine the sample size for every state separately.
So if data is required for state level representation, then the sample size should be determine at
- Country Level or
- States Level