Shape-constrained partial identification of a population mean under unknown probabilities of sample selection

Luke W. Miratrix, Stefan Wager, Jose R. Zubizarreta

A prevailing challenge in the biomedical and social sciences is to estimate a population mean from a sample obtained with unknown selection probabilities. Using a well-known ratio…