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Ordinary least squares estimation of the functional errors-in-variables model with trended data:some monte carlo evidence
Authors:W Krämer
Institution:Institute for Advanced Studies , Stumpergasse 56 A-1060, Vienna, Austria
Abstract:This note summarizes some Monte Carlo experiments that were designed to investigate the finite sample relevance of the asymptotic normality and efficiency of OLS in the errors-in-variables model with trended data. The experiments show that the normal approximation is not very satisfactory for sample size up to T=400, but that OLS is quite efficient relative to competing estimators when there is a trend in the exogenous variables of the model.
Keywords:trending regressors  contaminated data  finite sample properties
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