Bias reduction for dynamic nonlinear panel models with fixed effects

Econometric Theory

Volumn 27, Issue 6, 2011, Pages 1152-1191

  Hahn, Jinyong ^a   Kuersteiner, Guido ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b GEORGETOWN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 82455198612     PISSN: 02664666     EISSN: 14694360     Source Type: Journal    
DOI: 10.1017/S0266466611000028     Document Type: Article

References (37)

1. Amemiya, T. (1973) Regression analysis when the dependent variable is truncated normal. Econometrica 41, 997-1016.
2. Andrews, D.W.K. (1991) Heteroskedasticity and autocorrelation consistent covariance matrix estimation. Econometrica 59, 817-858.
3. Bester, A.C & C. Hansen (2009) A penalty function approach to bias reduction in nonlinear panel models with fixed effects. Journal of Business and Economic Statistics 27, 131-148.
4. Chay, K.Y. & D.R. Hyslop (2000) Identification and Estimation of Dynamic Binary Response Panel Data Models: Empirical Evidence Using Alternative Approaches. Unpublished manuscript.
5. Chintagunta, P., E. Kyriazidou, & J. Perktold (2001) Panel data analysis of household brand choices. Journal of Econometrics 103, 111-153. (Pubitemid 33645270)
6. De Jong, R. & T. Woutersen (2011) Dynamic time series binary choice. Econometric Theory 27, 623-702.
7. Hahn, J. & G. Kuersteiner (2002) Asymptotically unbiased inference for a dynamic panel model with fixed effects when both n and T are large. Econometrica 70, 1639-1657. (Pubitemid 34801945)
8. Hahn, J. & G. Kuersteiner (2006) Bandwidth Choice for Bias Estimators in Dynamic Nonlinear Panel Models. Unpublished manuscript.
9. Hahn, J. & G. Kuersteiner (2010a) Bias Reduction for Dynamic Nonlinear Panel Models with Fixed Effects: Supplementary Appendix. http://www9.georgetown.edu/faculty/gk232/research/Hahn-Kuersteiner-Supp- Appendix2.pdf.
10. Hahn, J. & G. Kuersteiner (2010b) Stationarity and mixing properties of the dynamic Tobit model. Economics Letters 107, 105-111.
11. Hahn, J. & W.K. Newey (2004) Jackknife and analytical bias reduction for nonlinear panel models. Econometrica 72, 1295-1319.
12. Hall, P. & C. Heyde (1980) Martingale Limit Theory and Its Application. Academic Press.
13. Hall, P. & J. Horowitz (1996) Bootstrap critical values for tests based on generalized-method-of moments estimators. Econometrica 64, 891-916. (Pubitemid 126463298)
14. Han, C., P.C.B. Phillips, & D. Sul (2010) X-Differencing and Dynamic Panel Model Estimation. Cowles Foundation Discussion Paper No. 1747.
15. Hansen, B.E. (1991) Strong laws for dependent heterogenous processes. Econometric Theory 7, 213-221.
16. Heckman, J.J. (1978) Simple statistical models for discrete panel data developed and applied to test the hypothesis of true state dependence against the hypothesis of spurious state dependence. Annales de l'INSEE, 227-269.
17. Heckman, J.J. (1981a) Heterogeneity and state dependence. In S. Rosen (ed.), Studies in Labor Markets. University of Chicago Press.
18. Heckman, J.J. (1981b) Statistical models for discrete panel data. In C. Manski & D. McFadden (eds.), Structural Analysis of Discrete Data. MIT Press.
19. Heckman, J.J. & T.E. MaCurdy (1980) A life cycle model of female labour supply. Review of Economic Studies 47, 47-74.
20. Hendel, I. & A. Nevo (2006) Sales and consumer inventory. RAND Journal of Economics 37, 543-561.
21. Honoŕe, B.E. (1992) Trimmed LAD and least squares estimation of truncated and censored regression models with fixed effects. Econometrica 60, 533-565.
22. Honoŕe, B. & E. Kyriazidou (2000) Panel data discrete choice models with lagged dependent variables. Econometrica 68, 839-874.
23. Hyslop, D.R. (1999) State dependence, serial correlation, and heterogeneity in intertemporal labor force participation of married women. Econometrica 67, 1255-1294.
24. Lee, L., J. Yu, & R. de Jong (2008) Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large. Journal of Econometrics 146, 118-134.
25. Lee, Y. (2007a) Bias Correction in Dynamic Panels under Time Series Misspecification. Unpublished manuscript.
26. Lee, Y. (2007b) Nonparametric Estimation of Dynamic Panel Models with Fixed Effects. Unpublished manuscript.
27. Magnus, J. & H. Neudecker (1988) Matrix Differential Calculus with Applications in Statistics and Econometrics. Wiley.
28. McLeish, D.L. (1975) A maximal inequality and dependent strong laws. Annals of Probability 3, 829-839.
29. Moon, H.R. & P.C.B Phillips (2004) GMM estimation of autoregressive roots near unity with panel data. Econometrica 72, 467-522.
30. Newey, W.K. & D. McFadden (1994) Large sample estimation and hypothesis testing. In R.F. Engle & D.L. McFadden (eds.), The Handbook of Econometrics, vol. IV, pp. 2111-2245. Elsevier.
31. Neyman, J. & E. Scott (1948) Consistent estimates based on partially consistent observations. Econometrica 16, 1-31.
32. Olsen, R.J. (1978) Note on the uniqueness of the maximum likelihood estimator for the Tobit model. Econometrica 46, 1211-1215.
33. McLeish, D.L. (1975) A maximal inequality and dependent strong laws. Annals of Probability 3, 829-839.
34. Moon, H.R. & P.C.B Phillips (2004) GMM estimation of autoregressive roots near unity with panel data. Econometrica 72, 467-522.
35. Newey, W.K. & D. McFadden (1994) Large sample estimation and hypothesis testing. In R.F. Engle & D.L. McFadden (eds.), The Handbook of Econometrics, vol. IV, pp. 2111-2245. Elsevier.
36. Neyman, J. & E. Scott (1948) Consistent estimates based on partially consistent observations. Econometrica 16, 1-31.
37. Olsen, R.J. (1978) Note on the uniqueness of the maximum likelihood estimator for the Tobit model. Econometrica 46, 1211-1215.