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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 …
Persistent link: https://www.econbiz.de/10010325057
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 …
Persistent link: https://www.econbiz.de/10010324980
sample bias. An application to panel production function data for the US is provided and confirms these theoretical and …
Persistent link: https://www.econbiz.de/10011537713
Persistent link: https://www.econbiz.de/10001483382
Persistent link: https://www.econbiz.de/10012626444
-individual estimators in short panels, we develop bias corrections. These corrections are based on higher-order asymptotic expansions of the … estimators have asymptotic biases of the same order as their asymptotic standard deviations. The bias corrections remove the bias …
Persistent link: https://www.econbiz.de/10011757086
This paper proposes new GMM estimators for the panel AR(1) model when the ratio of the variance of the individual effects to the variance of the idiosyncratic errors is large. First, we present a necessary condition for large N, fixed T consistency of any Fixed Effects or Random Effects...
Persistent link: https://www.econbiz.de/10012901424
the bias in the first-order conditions as a function of the autoregressive parameter and solving the resulting equation …
Persistent link: https://www.econbiz.de/10011742410