Estimation of a Dynamic Panel Data: The Case Of Corporate Investment in Chile
AbstractIn this paper I discuss about the estimation of Dynamic Panel Data model, showing that we can reduce the finite-sample bias of the Arellano-Bond estimator by truncation of the number of lags used in this estimator. We check our theoretical result in an empirical application using a panel of Chilean firms.
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Bibliographic InfoPaper provided by Central Bank of Chile in its series Working Papers Central Bank of Chile with number 467.
Date of creation: Apr 2008
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- Simon Gilchrist & Charles P. Himmelberg, 1993.
"Evidence on the role of cash flow for investment,"
Finance and Economics Discussion Series
93-7, Board of Governors of the Federal Reserve System (U.S.).
- Gilchrist, S. & Himmelberg, C.P., 1995. "Evidence on the Role of Cash Flow for Investment," Papers 95-29, Columbia - Graduate School of Business.
- Simon Gilchrist & Charles P. Himmelberg, 1995. "Evidence on the Role of Cash Flow for Investment," Working Papers 95-01, New York University, Leonard N. Stern School of Business, Department of Economics.
- Arellano, Manuel, 1989.
"A note on the Anderson-Hsiao estimator for panel data,"
Elsevier, vol. 31(4), pages 337-341, December.
- Arellano, M., 1989. "A Note On The Anderson-Hsiao Estimator For Panel Data," Economics Series Working Papers 9975, University of Oxford, Department of Economics.
- Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
- Bun, Maurice J.G. & Carree, Martin A., 2005.
"Bias-Corrected Estimation in Dynamic Panel Data Models,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 23, pages 200-210, April.
- Bun,M.J.G. & Carree,M.A., 2002. "Bias-corrected estimation in dynamic panel data models," Research Memorandum 025, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Bruno, Giovanni S.F., 2005.
"Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models,"
Elsevier, vol. 87(3), pages 361-366, June.
- Giovanni S.F. Bruno, 2004. "Approximating the Bias of the LSDV Estimator for Dynamic Unbalanced Panel Data Models," KITeS Working Papers 159, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Jul 2004.
- Javier Alvarez & Manuel Arellano, 2003.
"The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators,"
Econometric Society, vol. 71(4), pages 1121-1159, 07.
- Alvarez, J. & Arellano, M., 1998. "The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators," Papers 9808, Centro de Estudios Monetarios Y Financieros-.
- Nerlove, Marc, 1971.
"Further Evidence on the Estimation of Dynamic Economic Relations from a Time Series of Cross Sections,"
Econometric Society, vol. 39(2), pages 359-82, March.
- Marc Nerlove, 1968. "Further Evidence on the Estimation of Dynamic Economic Relations from a Time Series of Cross-Sections," Cowles Foundation Discussion Papers 257, Cowles Foundation for Research in Economics, Yale University.
- Arellano, Manuel & Bover, Olympia, 1995.
"Another look at the instrumental variable estimation of error-components models,"
Journal of Econometrics,
Elsevier, vol. 68(1), pages 29-51, July.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- Jinyong Hahn & Guido Kuersteiner, 2002. "Asymptotically Unbiased Inference for a Dynamic Panel Model with Fixed Effects when Both "n" and "T" Are Large," Econometrica, Econometric Society, vol. 70(4), pages 1639-1657, July.
- Donald, Stephen G & Newey, Whitney K, 2001.
"Choosing the Number of Instruments,"
Econometric Society, vol. 69(5), pages 1161-91, September.
- Arellano, Manuel, 2003. "Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780199245291.
- 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,
Wiley Blackwell, vol. 58(2), pages 277-97, April.
- Tom Doan, . "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-26, November.
- 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.
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