Bias reduction in dynamic panel data models by common recursive mean adjustment

Oxford Bulletin of Economics and Statistics

Volumn 72, Issue 5, 2010, Pages 567-599

  Choi, Chi Young ^a   Mark, Nelson C ^b   Sul, Donggyu ^c  

^a UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

^b UNIVERSITY OF NOTRE DAME   (United States)

^c UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77955975833     PISSN: 03059049     EISSN: 14680084     Source Type: Journal    
DOI: 10.1111/j.1468-0084.2010.00594.x     Document Type: Article

References (30)

1. Alvarez J, Arellano M. 'The time series and cross-section asymptotics of dynamic data estimators'. Econometrica 2003, 71:1121-1159. Vol, pp
2. Andrews D W K. 'Exactly median-unbiased estimation of first order autoregressive/unit root models'. Econometrica 1993, 61:139-165. Vol, pp
3. Andrews D W K, Chen H. 'Approximately median-unbiased estimation of autoregressive models'. Journal of Business and Economic Statistics 1994, 12:187-204. Vol, pp
4. Arellano M A, Bover O. 'Another look at the instrumental variable estimation of error-components models'. Journal of Econometrics 1995, 68:29-51. Vol, pp
5. Bai J. 'Inference on factor models of large dimensions'. Econometrica 2003, 71:135-172. Vol, pp
6. Balestra P, Nerlove M. Pooling cross section and time series data in the estimation of a dynamic model: the demand for natural gas. Econometrica 1966, 34:585-612. Vol, pp
7. Blundell R, Bond S. 'Initial conditions and moment restrictions in dynamic panel data models'. Journal of Econometrics 1998, 87:115-143. Vol, pp
8. Blundell R, Bond S, Windmeijer F. Estimation in Dynamic Panel Data Models: Improving on the Performance of the Standard GMM Estimators 2000, Working Paper 00-12, The Institute for Fiscal Studies
9. Bun M, Carree M. 'Bias-corrected estimation in dynamic panel data models'. Journal of Business and Economic Statistics 2005, 23:200-210. Vol, pp
10. Campbell J, Lapham B. 'Real exchange rate fluctuations and the dynamics of retail trade industries on the US-Canada border'. American Economic Review 2004, 94:1194-1206. Vol, pp
11. Elliott G, Rothenberg T J, Stock J H. 'Efficient tests for an autoregressive unit root'. Econometrica 1996, 64:813-836. Vol, pp
12. Giraitis L, Phillips P C B. 'Uniform limit theory for stationary autoregression'. Journal of Time Series Analysis 2006, 27:51-60. Vol, pp
13. Hahn J, Kuersteiner G. 'Asymptotically unbiased inference for a dynamic panel model with fixed effects when both n and T are large'. Econometrica 2002, 70:1639-1657. Vol, pp
14. Kendall M G. 'Note on bias in the estimation of autocorrelation'. Biometrika 1954, 41:403-404. Vol, pp
15. Kiviet J F. 'On bias, inconsistency, and efficiency of various estimators in dynamic panel data models'. Journal of Econometrics 1995, 68:53-78. Vol, pp
16. Marriott F H C, Pope J A. 'Bias in the estimation of autocorrelations'. Biometrika 1954, 41:393-403. Vol, pp
17. Nickell S. 'Biases in dynamic models with fixed effects'. Econometrica 1981, 49:1417-1426. Vol, pp
18. Park J Y. Weak unit roots. 2003, ', mimeo, Rice University
19. Pesaran H. 'Estimation and inference in large heterogeneous panels with multifactor error structure'. Econometrica 2006, 74:967-1012. Vol, pp
20. Pesaran H, Smith R. 'Estimating long-run relationships from dynamic heterogeneous panels'. Journal of Econometrics 1995, 68:79-113. Vol, pp
21. Pesaran H, Yamagata T. 'Testing slope homogeneity in large panels'. Journal of Econometrics 2008, 142:50-93. Vol, pp
22. Pesaran H, Shin Y, Smith R. 'Pooled mean group estimation of dynamic heterogeneous panels'. Journal of the American Statistical Association 1999, 94:621-634. Vol, pp
23. Phillips P C B, Sul D. 'Bias in dynamic panel estimation with fixed effects, incidental trends and cross section dependence'. Journal of Econometrics 2007, 137:162-188. Vol, pp
24. Phillips P C B, Park J, Chang Y. 'Nonlinear instrumental variable estimation of an autoregression'. Journal of Econometrics 2004), 118:219-246. Vol, pp
25. So B S, Shin D W. 'Recursive mean adjustment in time-series inferences'. Statistics & Probability Letters 1999a, 43:65-73. Vol, pp
26. So B S, Shin D W. 'Cauchy estimators for autoregressive processes with application to unit-root tests and confidence intervals'. Econometric Theory 1999b, 15:165-176. Vol, pp
27. So B S, Shin D W. 'Recursive mean adjustment and tests for nonstationarities'. Economics Letters 2002, 75:203-208. Vol, pp
28. Sul D. Panel unit root tests under cross section dependence with recursive mean adjustment. 2008, ', mimeo, University of Auckland
29. Sul D, Phillips P C B, Choi C Y. 'Prewhitening bias in HAC estimation'. Oxford Bulletin of Economics and Statistics 2005, 67:517-546. Vol, pp
30. Taylor R A M. 'Regression-based unit root tests with recursive mean adjustment for seasonal and nonseasonal time series'. Journal of Business and Economic Statistics 2002, 20:269-281. Vol, pp