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of bias of (generalized) MMestimators tends to increase with the number of moment conditions exploited. Forvarious … feedbacks none of the techniques examined dominates. However, asimple bias corrected LS estimator which presupposes strict …
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This paper introduces two easy to calculate estimators with desirable properties for theautoregressive parameter in dynamic panel data models. The estimators are (nearly) unbiased andperform satisfactorily even for small samples in either the time-series or cross-section dimension.
Persistent link: https://www.econbiz.de/10010324776
The relative magnitudes are compared of successive terms in a higher-order asymptotic expansion of the bias of the LSDV … estimator in dynamic panels. We find that the leading term accounts for the major part of the actual bias in small samples. This … implies that bias correction procedures can be based on relatively simple bias approximation formulas. …
Persistent link: https://www.econbiz.de/10010324812
small samples. The nearly unbiased estimatoris derived as a bias correction of the within estimator (least squares dummy …
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sample bias. An application to panel production function data for the US is provided and confirms these theoretical and …
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