Inference in partially identified models with many moment inequalities using Lasso

This paper considers inference in a partially identified moment (in)equality model with many moment inequalities. We propose a novel two-step inference procedure that combines the methods proposed by Chernozhukov et al. (2018a) (Chernozhukov et al., 2018a, hereafter) with a first step moment inequal...

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Hlavní autoři: Bugni, F, Caner, M, Bredahl Kock, A, Lahiri, S
Médium: Journal article
Jazyk:English
Vydáno: Elsevier 2019