This chapter reviews the microeconometrics literature on partial identification, focusing on
the developments of the last thirty years. The topics presented illustrate that the available …

Identification in econometric models maps prior assumptions and the data to information
about a parameter of interest. The partial identification approach to inference recognizes that …

Optimal Transport Methods in Economics is the first textbook on the subject written
especially for students and researchers in economics. Optimal transport theory is used …

Several school districts use assignment systems that give students an incentive to
misrepresent their preferences. We find evidence consistent with strategic behavior in …

While interest in social determinants of individual behavior has led to a rich theoretical
literature and many efforts to measure these influences, a mature “social econometrics” has …

In this paper, we propose an instrumental variable approach to constructing confidence sets
(CS's) for the true parameter in models defined by conditional moment …

We provide a tractable characterization of the sharp identification region of the parameter
vector θ in a broad class of incomplete econometric models. Models in this class have set …

We propose a robust method of discrete choice analysis when agents' choice sets are
unobserved. Our core model assumes nothing about agents' choice sets apart from their …

This paper surveys some of the recent literature on inference in partially identified models.
After reviewing some basic concepts, including the definition of a partially identified model …

This article considers the problem of testing many moment inequalities where the number of
moment inequalities, denoted by, is possibly much larger than the sample size. There is a …