The estimation of the variance of the regression estimator for a two-p
hase sample is considered. Given the covariance matrix of the first-ph
ase control variables, a replication variance estimator that uses only
the second-phase sample is developed. The procedure has computational
advantages for surveys with second-phase samples that are small relat
ive to the first-phase sample.