This paper examines the theory of the estimation of econometric models and Hausman tests with sampling weights. The … Manski-Lerman weighted conditional MLE is emphasized because of its popularity in econometric estimation with sampling … weights. It is an inefficient alternative to full information MLE under choice-based sampling, and weighted conditional MLE …