Article ID Journal Published Year Pages File Type
7348907 Economics Letters 2018 5 Pages PDF
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.
Related Topics
Social Sciences and Humanities Economics, Econometrics and Finance Economics and Econometrics
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