Dynamic panels with endogenous interaction effects when T is small
AbstractThis paper compares the performance, measured in terms of bias, root mean squared error and computation time, of different estimators of the fixed effects dynamic panel data model extended to include endogenous interaction effects when T is small: (i) the bias corrected LSDV (BCLSDV) estimator based on Yu, De Jong and Lee (2008); (ii) the ML estimator based on Hsiao, Pesaran and Thamiscioglu (2002) and Bhargava and Sargan (1983) extended in this paper to include endogenous interaction effects; (iii) the GMM estimator based on Arrelano and Bond (1991) extended in this paper to include endogenous interaction effects; (iv) the ML estimator mixed with the BCLSDV parameter estimate of the endogenous interaction effects; and (v) the GMM estimator mixed with the BCLSDV parameter estimate of the endogenous interaction effects. It is found that the mixed ML/BCLSDV estimator outperforms the other estimators in terms of bias and root mean squared error when T = 5, and that the mixed GMM/BCLSDV estimator is a reasonable alternative for values of N greater than 500 due to differences in computation time.
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Bibliographic InfoArticle provided by Elsevier in its journal Regional Science and Urban Economics.
Volume (Year): 40 (2010)
Issue (Month): 5 (September)
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Dynamic panels Fixed effects Interaction effects Monte Carlo experiments;
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- Hernán Enriquez Sierra & Jacobo Campo Robledo, 2012.
"Equilibrio regional y patrones de migración para el continente americano 1960 – 2005: Análisis espacial por panel de datos,"
DOCUMENTOS DE TRABAJO
010388, UNIVERSIDAD CATOLICA DE COLOMBIA.
- Enríquez Sierra, Hernán & Campo Robledo, Jacobo, 2012.
"Equilibrio regional y patrones de migración para el continente americano 1960 - 2005: Análisis espacial por panel de datos
[Regional equilibrium and migration patterns in the Americas 1960 - 2005," MPRA Paper 43433, University Library of Munich, Germany, revised 2012.
- Enríquez Sierra, Hernán & Campo Robledo, Jacobo, 2012. "Equilibrio regional y patrones de migración para el continente americano 1960 - 2005: Análisis espacial por panel de datos
- Parent, Olivier & LeSage, James P., 2012. "Spatial dynamic panel data models with random effects," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 727-738.
- Badi H. Baltagi & Bernard Fingleton & Alain Pirotte, 2011.
"Estimating and Forecasting with a Dynamic Spatial Panel Data Model,"
SERC Discussion Papers
0095, Spatial Economics Research Centre, LSE.
- Badi H. Baltagi & Bernard Fingleton & Alain Pirotte, 2012. "Estimating and Forecasting With A Dynamic Spatial Panel Data Model," Center for Policy Research Working Papers 149, Center for Policy Research, Maxwell School, Syracuse University.
- Hernán Enríquez Sierra & Jacobo Campo Robledo, 2013. "Regional equilibrium and migration patterns in the Americas 1960–2005: Spatial data panel analysis," WORKING PAPERS 010478, UNIVERSIDAD SERGIO ARBOLEDA.
- Kukenova, Madina & Monteiro, Jose-Antonio, 2008.
"Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation,"
11569, University Library of Munich, Germany, revised Nov 2008.
- José-Antonio Monteiro & Madina Kukenova, 2009. "Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation," IRENE Working Papers 09-01, IRENE Institute of Economic Research.
- Kukenova, Madina & Monteiro, Jose-Antonio, 2008. "Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation," MPRA Paper 13405, University Library of Munich, Germany, revised Feb 2009.
- Zheng, Xinye & Li, Fanghua & Song, Shunfeng & Yu, Yihua, 2013. "Central Government's Infrastructure Investment across Chinese Regions: A Dynamic Spatial Panel Data Approach," MPRA Paper 50407, University Library of Munich, Germany.
- Olivier Parent, 2012. "A space-time analysis of knowledge production," Journal of Geographical Systems, Springer, vol. 14(1), pages 49-73, January.
- Guilherme Mendes Resende & Alexandre Xavier Ywata de Carvalho & Patrícia Alessandra Morita Sakowski, 2013. "Evaluating Multiple Spatial Dimensions of Economic Growth in Brazil Using Spatial Panel Data Models (1970 - 2000)," Discussion Papers 1830a, Instituto de Pesquisa Econômica Aplicada - IPEA.
- Paz, Lourenco, 2012. "Trade liberalization and inter-industry productivity spillovers: an analysis of the 1989-1998 Brazilian trade liberalization episode," MPRA Paper 38859, University Library of Munich, Germany.
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