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Efficient estimation with many weak instruments using regularization techniques

Published in Kent Academic Repository (University of Kent) • Jul 1, 2013
NobleIDNI8P84W23R12S43
Authors:
Guy Tchuente
,
Marine Carrasco

Abstract

The problem of weak instruments is due to a very small concentration parameter. To boost the concentration parameter, we propose to increase the number of instruments to a large number or even up to a continuum. However, in finite samples, the inclusion of an excessive number of moments may be harmf...

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