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Panel Data Models with Multiple Time-Varying Individual Effects Author info | Abstract | Publisher info | Download info | Related research | Statistics Seung C. Ahn () (Dept. of Economics, W.P. Carey School of Business, Arizona State University, Tempe, AZ 85287)
Young H. Lee (Hansung University)
Peter Schmidt (Michigan State University)
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This paper considers a panel data model with time-varying individual effects. The data are assumed to contain a large number of cross-sectional units repeatedly observed over a fixed number of time periods. The model has a feature of the fixed-effects model in that the effects are assumed to be correlated with the regressors. The unobservable individual effects are assumed to have a factor structure. For consistent estimation of the model, it is important to estimate the true number of factors. We propose a generalized methods of moments procedure by which both the number of factors and the regression coefficients can be consistently estimated. Some important identification issues are also discussed. Our simulation results indicate that the proposed methods produce reliable estimates.
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Paper provided by University of Crete, Department of Economics in its series Working Papers with number
0702.
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Length: 43 pages
Date of creation: 00 Oct 2006Date of revision:
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Keywords: panel data time-varying individual effects factor models Find related papers by JEL classification: C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation D24 - Microeconomics - - Production and Organizations - - - Production; Capital and Total Factor Productivity; Capacity
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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.: Cragg, John G. & Donald, Stephen G., 1997.
"Inferring the rank of a matrix ,"
Journal of Econometrics ,
Elsevier, vol. 76(1-2), pages 223-250.
[Downloadable!] (restricted)
Donald W.K. Andrews, 2003.
"Cross-section Regression with Common Shocks ,"
Cowles Foundation Discussion Papers
1428, Cowles Foundation, Yale University.
[Downloadable!]
Other versions: Conley, T. G., 1999.
"GMM estimation with cross sectional dependence ,"
Journal of Econometrics ,
Elsevier, vol. 92(1), pages 1-45, September.
[Downloadable!] (restricted)
Kelejian, Harry H & Prucha, Ingmar R, 1999.
"A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model ,"
International Economic Review ,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-33, May.
Arellano, Manuel & Bond, Stephen, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 58(2), pages 277-97, April.
[Downloadable!] (restricted)
Yoosoon Chang, 2000.
"Nonlinear IV Unit Root Tests in Panels with Cross-Sectional Dependency ,"
CIRJE F-Series
CIRJE-F-85, CIRJE, Faculty of Economics, University of Tokyo.
[Downloadable!]
Other versions: Mankiw, N Gregory & Romer, David & Weil, David N, 1992.
"A Contribution to the Empirics of Economic Growth ,"
The Quarterly Journal of Economics ,
MIT Press, vol. 107(2), pages 407-37, May.
[Downloadable!] (restricted)
Other versions: Zhou, Guofu, 1994.
"Analytical GMM Tests: Asset Pricing with Time-Varying Risk Premiums ,"
Review of Financial Studies ,
Oxford University Press for Society for Financial Studies, vol. 7(4), pages 687-709.
[Downloadable!] (restricted)
Ahn, Seung Chan & Hoon Lee, Young & Schmidt, Peter, 2001.
"GMM estimation of linear panel data models with time-varying individual effects ,"
Journal of Econometrics ,
Elsevier, vol. 101(2), pages 219-255, April.
[Downloadable!] (restricted)
Cornwell, Christopher & Rupert, Peter, 1988.
"Efficient Estimation with Panel Data: An Empirical Comparison of Instrumental Variables Estimators ,"
Journal of Applied Econometrics ,
John Wiley & Sons, Ltd., vol. 3(2), pages 149-55, April.
[Downloadable!] (restricted)
Hansen, Lars Peter & Heaton, John & Yaron, Amir, 1996.
"Finite-Sample Properties of Some Alternative GMM Estimators ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 14(3), pages 262-80, July.
Mundlak, Yair, 1978.
"On the Pooling of Time Series and Cross Section Data ,"
Econometrica ,
Econometric Society, vol. 46(1), pages 69-85, January.
[Downloadable!] (restricted)
Hansen, Lars Peter, 1982.
"Large Sample Properties of Generalized Method of Moments Estimators ,"
Econometrica ,
Econometric Society, vol. 50(4), pages 1029-54, July.
[Downloadable!] (restricted)
Campbell, John Y., 1987.
"Stock returns and the term structure ,"
Journal of Financial Economics ,
Elsevier, vol. 18(2), pages 373-399, June.
[Downloadable!] (restricted)
Other versions: Ahn, Seung C. & Schmidt, Peter, 1995.
"Efficient estimation of models for dynamic panel data ,"
Journal of Econometrics ,
Elsevier, vol. 68(1), pages 5-27, July.
[Downloadable!] (restricted)
Jushan Bai, 2003.
"Inferential Theory for Factor Models of Large Dimensions ,"
Econometrica ,
Econometric Society, vol. 71(1), pages 135-171, January.
[Downloadable!] (restricted)
Wooldridge, Jeffrey M., 1996.
"Estimating systems of equations with different instruments for different equations ,"
Journal of Econometrics ,
Elsevier, vol. 74(2), pages 387-405, October.
[Downloadable!] (restricted)
K. Jöreskog, 1967.
"Some contributions to maximum likelihood factor analysis ,"
Psychometrika ,
Springer, vol. 32(4), pages 443-482, December.
[Downloadable!] (restricted)
Hausman, Jerry A. & Taylor, William E., 1981.
"Panel data and unobservable individual effects ,"
Journal of Econometrics ,
Elsevier, vol. 16(1), pages 155-155, May.
[Downloadable!] (restricted)
Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996.
" Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics ,"
Journal of Economic Growth ,
Springer, vol. 1(3), pages 363-89, September.
Altug, Sumru & Miller, Robert A, 1990.
"Household Choices in Equilibrium ,"
Econometrica ,
Econometric Society, vol. 58(3), pages 543-70, May.
[Downloadable!] (restricted)
Other versions: Chamberlain, Gary, 1992.
"Efficiency Bounds for Semiparametric Regression ,"
Econometrica ,
Econometric Society, vol. 60(3), pages 567-96, May.
[Downloadable!] (restricted)
Hausman, Jerry A & Taylor, William E, 1981.
"Panel Data and Unobservable Individual Effects ,"
Econometrica ,
Econometric Society, vol. 49(6), pages 1377-98, November.
[Downloadable!] (restricted)
Amemiya, Takeshi & MaCurdy, Thomas E, 1986.
"Instrumental-Variable Estimation of an Error-Components Model ,"
Econometrica ,
Econometric Society, vol. 54(4), pages 869-80, July.
[Downloadable!] (restricted)
Islam, Nazrul, 1995.
"Growth Empirics: A Panel Data Approach ,"
The Quarterly Journal of Economics ,
MIT Press, vol. 110(4), pages 1127-70, November.
[Downloadable!] (restricted)
Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988.
"Estimating Vector Autoregressions with Panel Data ,"
Econometrica ,
Econometric Society, vol. 56(6), pages 1371-95, November.
[Downloadable!] (restricted)
Blundell, Richard & Bond, Stephen, 1998.
"Initial conditions and moment restrictions in dynamic panel data models ,"
Journal of Econometrics ,
Elsevier, vol. 87(1), pages 115-143, August.
[Downloadable!] (restricted)
Other versions:
Richard Blundell & Steve Bond, 1995.
"Initial conditions and moment restrictions in dynamic panel data models ,"
IFS Working Papers
W95/17, Institute for Fiscal Studies.
Blundell, R. & Bond, S., 1995.
"Initial Conditions and Moment Restrictions in Dynamic Panel Data Models ,"
Economics Papers
104, Economics Group, Nuffield College, University of Oxford.
R Blundell & Steven Bond, .
"Initial conditions and moment restrictions in dynamic panel data model ,"
Economics Papers
W14&104., Economics Group, Nuffield College, University of Oxford.
[Downloadable!] Jushan Bai & Serena Ng, 2002.
"Determining the Number of Factors in Approximate Factor Models ,"
Econometrica ,
Econometric Society, vol. 70(1), pages 191-221, January.
[Downloadable!] (restricted)
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