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Program evaluation with high-dimensional data

Published • Aug 10, 2017
NobleIDNI6P333W323R195S585
Authors:
Alexandre Belloni
,
Victor Chernozhukov
,
Iván Fernández‐Val

Abstract

In this paper, we consider estimation of general modern moment-condition problems in econometrics in a data-rich environment where there may be many more control variables available than there are observations. The framework we consider allows for a continuum of target parameters and for Lasso-type ...

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