Variance estimation when a first phase area sample is restratified

This paper proposes an unbiased variance estimation formula for a two-phase sampling design used in many agricultural surveys. In this design, geographically defined primary sampling units (PSUs) are first selected via stratified simple random sampling; then secondary sampling units within sampled PSUs are restratified based on their characteristics and subsampled in a second phase of stratified simple random sampling.