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Dynamic Panel Data Models with Cross Section Dependence and Heteroscedasticity Author info | Abstract | Publisher info | Download info | Related research | Statistics Kazuhiko Hayakawa
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In this paper, we show that the bias-corrected first-difference (BCFD) estimator suggested by Chowdhury (1987) can be applied to the case where the error terms are cross-sectionally dependent and heteroscedastic. By deriving the finite sample bias of the BCFD estimator, we find that the BCFD estimator has small bias when T, the dimension of the time series, is not very large and ƒÏ, the autoregressive parameter, is close to one. Simulation results show that the BCFD estimator performs better than existing estimators, especially when T is not very large.
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Paper provided by Institute of Economic Research, Hitotsubashi University in its series Hi-Stat Discussion Paper Series with number
d07-212.
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Date of creation: May 2007Date of revision:
Handle: RePEc:hst:hstdps:d07-212Contact details of provider: Postal: 2-1 Naka, Kunitachi City, Tokyo 186 Phone: +81-42-580-8327 Fax: +81-42-580-8333 Email: Web page: http://www.ier.hit-u.ac.jp/ More information through EDIRC
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References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.: Bun, Maurice J.G. & Carree, Martin A., 2005.
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Keisuke Hirano, 2002.
"Semiparametric Bayesian Inference in Autoregressive Panel Data Models ,"
Econometrica ,
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Peter C. B. Phillips & Chirok Han, 2006.
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1546, Cowles Foundation, Yale University.
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Other versions: Phillips, Peter C.B. & Sul, Donggyu, 2007.
"Bias in dynamic panel estimation with fixed effects, incidental trends and cross section dependence ,"
Journal of Econometrics ,
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Other versions:
Peter C.B. Phillips & Donggyu Sul, 2003.
"Bias in Dynamic Panel Estimation with Fixed Effects, Incidental Trends and Cross Section Dependence ,"
Cowles Foundation Discussion Papers
1438, Cowles Foundation, Yale University, revised Jun 2004.
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"Growth Empirics: A Panel Data Approach ,"
The Quarterly Journal of Economics ,
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Tsung-Wu Ho, 2006.
"Income Thresholds And Growth Convergence: A Panel Data Approach ,"
Manchester School ,
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Bun, Maurice J.G. & Carree, Martin A., 2006.
"Bias-corrected estimation in dynamic panel data models with heteroscedasticity ,"
Economics Letters ,
Elsevier, vol. 92(2), pages 220-227, August.
[Downloadable!] (restricted)
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references Cited by : (explanations , Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.)
Kazuhiko Hayakawa, 2006.
"A Note on Bias in First-Differenced AR(1) Models ,"
Economics Bulletin ,
Economics Bulletin, vol. 3(27), pages 1-10.
[Downloadable!]
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