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Corrected standard errors for optimal minimum distance estimator

Authors :
Kazuhiko Hayakawa
Source :
Kazuhiko Hayakawa
Publication Year :
2018
Publisher :
Elsevier BV, 2018.

Abstract

This paper compares three types of standard errors for optimal minimum distance (OMD) estimator where the structural parameter is recovered from the reduced form parameters estimated by a two-step GMM estimator. We demonstrate that the naive standard errors are severely biased and cause over-rejection, while the OMD estimator based on the bias-corrected variance matrix by Windmeijer (2005) and newly derived variance estimator yield much more accurate inference.

Details

ISSN :
01651765
Volume :
167
Database :
OpenAIRE
Journal :
Economics Letters
Accession number :
edsair.doi.dedup.....c8eea62a69bd8fd939b88a1b1c84291b
Full Text :
https://doi.org/10.1016/j.econlet.2018.02.029