Article ID Journal Published Year Pages File Type
5096870 Journal of Econometrics 2010 7 Pages PDF
Abstract
In this paper, we show that the order of magnitude of the finite sample bias of the GMMld(2) estimator of Bun and Kiviet (2006) reduces from O(T/N) to O(1/N) if the original level model is transformed by the upper triangular Cholesky factorization of the inverse of the pseudo variance matrix of error component ui wherein true values of the variances of individual effects and disturbances may not be used. Some variants of the system GMM estimator that are associated with the Cholesky-transformed model are also discussed.
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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