Comparison of local projection estimators for proxy vector autoregressions

Bruns, Martin and Luetkepohl, Helmut (2022) Comparison of local projection estimators for proxy vector autoregressions. Journal of Economic Dynamics and Control, 134. ISSN 0165-1889

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Abstract

Different local projection (LP) estimators for structural impulse responses of proxy vector autoregressions are reviewed and compared algebraically and with respect to their small sample suitability for inference. Conditions for numerical equivalence and similarities of some estimators are provided. Two generalized least squares (GLS) projection estimators are found to be more accurate than the other LP estimators in small samples. In particular, a lag-augmented GLS estimator tends to be superior to its competitors and to perform as well as a standard VAR estimator for sufficiently large samples.

Item Type: Article
Uncontrolled Keywords: impulse responses,instrumental variable,local projection,structural vector autoregression,economics and econometrics,control and optimization,applied mathematics ,/dk/atira/pure/subjectarea/asjc/2000/2002
Faculty \ School: Faculty of Social Sciences > School of Economics
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Depositing User: LivePure Connector
Date Deposited: 17 Nov 2021 04:52
Last Modified: 06 Jan 2022 09:30
URI: https://ueaeprints.uea.ac.uk/id/eprint/82141
DOI: 10.1016/j.jedc.2021.104277

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