Lesson 8: Clustered Random Sampling in Stata

Like stratification, clustering may or may not require sampling weights, depending on whether clusters are the same size and/or if you sample clusters with probability proportionate to size. Regardless of whether you need sampling weights, you always need to account for clustering when you estimate standard errors.