Semiparametric efficient estimation of dynamic panel data models

Journal of Econometrics

Volumn 136, Issue 1, 2007, Pages 281-301

  Park, Byeong U ^a   Sickles, Robin C ^b   Simar, Léopold ^c  

^a Seoul National University   (South Korea)

^b RICE UNIVERSITY   (United States)

^c UNIVERSITÉ CATHOLIQUE DE LOUVAIN   (Belgium)

Author keywords

Airline city pair demand; Dynamic models; Panel data; Semiparametric efficiency

Indexed keywords

DYNAMIC PROGRAMMING; MATHEMATICAL MODELS; PARAMETER ESTIMATION; RANDOM PROCESSES;

AIRLINE CITY PAIR DEMAND; DYNAMIC MODELS; PANEL DATA; SEMIPARAMETRIC EFFICIENCIES;

DATA STRUCTURES;

EID: 33748607171     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2006.03.004     Document Type: Article

References (17)

1. Ahn S., and Schmidt P. Efficient estimation of a model with dynamic panel data. Journal of Econometrics 68 (1995) 5-27
2. Anderson T.W., and Hsiao C. Estimation of dynamic models with error components. Journal of the American Statistical Association 76 (1981) 598-606
3. Anderson, T.W., Hsiao, C., 1982. Formulation and estimation of dynamic models using panel data. Journal of Econometrics 18, 47-82, reprinted in Maddala, G.S. (Ed.), 1993. The Econometrics of Panel Data. Edward Elgar, Brookfield, VT.
4. Arellano M., and Bond S. Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies 58 (1991) 277-297
5. Arellano M., and Bover S. Another look at the instrumental variable estimation of error-components models. Journal of Econometrics 68 (1995) 29-51
6. Baltagi B. The Econometric Analysis of Panel Data (1995), Wiley, New York
7. Bickel P.J., Klaassen C.A.J., Ritov Y., and Wellner J.A. Efficient and Adaptive Estimation in Non- and Semi-parametric Models (1993), Johns Hopkins University Press, Baltimore
8. Chamberlain G. Asymptotic efficiency in estimation with conditional moment restrictions. Journal of Econometrics 34 (1987) 305-334
9. Good, D., Sickles, R.C., Weiher, J.C., 2005. A new hedonic price index for airline travel. Mimeo, Rice University.
10. Hahn J. Efficient estimation of panel data models with sequential moment restrictions. Journal of Econometrics 79 (1997) 1-21
11. Hall P. On Kullback-Leibler loss and density estimation. The Annals of Statistics 15 (1987) 1491-1519
12. Ibragimov I.A., and Has'minskii R.Z. Statistical Estimation: Asymptotic Theory (1981), Springer, New York
13. Mátyás L., and Sevestre P. The Econometrics of Panel Data: A Handbook of the Theory with Applications (1996), Kluwer Academic Publishing, Boston
14. Park B.U., and Simar L. Efficient semiparametric estimation in stochastic frontier models. Journal of the American Statistical Association 89 (1994) 929-936
15. Park B.U., Sickles R.C., and Simar L. Stochastic frontiers: a semiparametric approach. Journal of Econometrics 84 (1998) 273-301
16. Park B.U., Sickles R.C., and Simar L. Semiparametric efficient estimation of AR1 panel data models. Journal of Econometrics 117 (2003) 279-309
17. Robinson P. Root-N-consistent semiparametric regression. Econometrica 56 (1988) 931-954