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Volumn 13, Issue 1, 2010, Pages 95-126

The weak instrument problem of the system GMM estimator in dynamic panel data models

Author keywords

Dynamic panel data; System GMM; Weak instruments

Indexed keywords


EID: 76949109186     PISSN: 13684221     EISSN: 1368423X     Source Type: Journal    
DOI: 10.1111/j.1368-423X.2009.00299.x     Document Type: Article
Times cited : (334)

References (35)
  • 1
    • 0141718495 scopus 로고    scopus 로고
    • The time series and cross-section asymptotics of dynamic panel data estimators
    • Alvarez J, Arellano M. The time series and cross-section asymptotics of dynamic panel data estimators. Econometrica 2003, 71:1121-59.
    • (2003) Econometrica , vol.71 , pp. 1121-1159
    • Alvarez, J.1    Arellano, M.2
  • 2
    • 84881844837 scopus 로고
    • Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations
    • Arellano M, Bond S. Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies 1991, 58:277-98.
    • (1991) Review of Economic Studies , vol.58 , pp. 277-298
    • Arellano, M.1    Bond, S.2
  • 3
    • 58149364940 scopus 로고
    • Another look at the instrumental variable estimation of error-components models
    • Arellano M, Bover O. Another look at the instrumental variable estimation of error-components models. Journal of Econometrics 1995, 68:29-51.
    • (1995) Journal of Econometrics , vol.68 , pp. 29-51
    • Arellano, M.1    Bover, O.2
  • 4
    • 0001438979 scopus 로고    scopus 로고
    • Initial conditions and moment restrictions in dynamic panel data models
    • Blundell R, Bond S. Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics 1998, 87:115-43.
    • (1998) Journal of Econometrics , vol.87 , pp. 115-143
    • Blundell, R.1    Bond, S.2
  • 5
    • 35448983230 scopus 로고    scopus 로고
    • Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator
    • Baltagi B. In, Ed., New York, JAI Press, Elsevier Science
    • Blundell R W, Bond S R, Windmeijer F. Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator. Nonstationary Panels, Panel Cointegration, and Dynamic Panels, Advances in Econometrics 2000, Volume 15:53-91. Baltagi B, In, Ed., New York, JAI Press, Elsevier Science
    • (2000) Nonstationary Panels, Panel Cointegration, and Dynamic Panels, Advances in Econometrics , vol.15 , pp. 53-91
    • Blundell, R.W.1    Bond, S.R.2    Windmeijer, F.3
  • 6
    • 0344673153 scopus 로고    scopus 로고
    • GMM estimation of empirical growth models
    • Working paper, University of Oxford
    • Bond S R, Hoeffler A, Temple J. GMM estimation of empirical growth models. 2001, Working paper, University of Oxford
    • (2001)
    • Bond, S.R.1    Hoeffler, A.2    Temple, J.3
  • 7
    • 15244353834 scopus 로고    scopus 로고
    • Reliable inference for GMM estimators? Finite sample properties of alternative test procedures in linear panel data models
    • Bond S R, Windmeijer F. Reliable inference for GMM estimators? Finite sample properties of alternative test procedures in linear panel data models. Econometric Reviews 2005, 24:1-37.
    • (2005) Econometric Reviews , vol.24 , pp. 1-37
    • Bond, S.R.1    Windmeijer, F.2
  • 8
    • 84871768280 scopus 로고
    • Problems with instrumental variables estimation when the correlation between the instruments and the endogenous explanatory variable is weak
    • Bound J, Jaeger D A, Baker R M. Problems with instrumental variables estimation when the correlation between the instruments and the endogenous explanatory variable is weak. Journal of the American Statistical Association 1995, 90:443-50.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 443-450
    • Bound, J.1    Jaeger, D.A.2    Baker, R.M.3
  • 9
    • 33845242494 scopus 로고    scopus 로고
    • The effects of dynamic feedbacks on LS and MM estimator accuracy in panel data models
    • Bun M J G, Kiviet J F. The effects of dynamic feedbacks on LS and MM estimator accuracy in panel data models. Journal of Econometrics 2006, 132:409-44.
    • (2006) Journal of Econometrics , vol.132 , pp. 409-444
    • Bun, M.J.G.1    Kiviet, J.F.2
  • 10
    • 0000557496 scopus 로고
    • The bias of instrumental variable estimators
    • Buse A. The bias of instrumental variable estimators. Econometrica 1992, 60:173-80.
    • (1992) Econometrica , vol.60 , pp. 173-180
    • Buse, A.1
  • 11
    • 33847660137 scopus 로고    scopus 로고
    • How special is the special relationship? Using the impact of U.S. R&D spillovers on U.K. firms as a test of technology sourcing
    • Griffith R, Harrison R, Van Reenen J. How special is the special relationship? Using the impact of U.S. R&D spillovers on U.K. firms as a test of technology sourcing. American Economic Review 2006, 96:1859-75.
    • (2006) American Economic Review , vol.96 , pp. 1859-1875
    • Griffith, R.1    Harrison, R.2    Van Reenen, J.3
  • 12
    • 0036019640 scopus 로고    scopus 로고
    • Note on bias in estimators for simultaneous equation models
    • Hahn J, Hausman J. Note on bias in estimators for simultaneous equation models. Economics Letters 2002, 75:237-41.
    • (2002) Economics Letters , vol.75 , pp. 237-241
    • Hahn, J.1    Hausman, J.2
  • 13
    • 0036012240 scopus 로고    scopus 로고
    • Discontinuities of weak instrument limiting distributions
    • Hahn J, Kuersteiner G. Discontinuities of weak instrument limiting distributions. Economics Letters 2002, 75:325-31.
    • (2002) Economics Letters , vol.75 , pp. 325-331
    • Hahn, J.1    Kuersteiner, G.2
  • 14
    • 33645030504 scopus 로고    scopus 로고
    • GMM with many moment conditions
    • Han C, Phillips P C B. GMM with many moment conditions. Econometrica 2006, 74:147-92.
    • (2006) Econometrica , vol.74 , pp. 147-192
    • Han, C.1    Phillips, P.C.B.2
  • 16
    • 33947316307 scopus 로고    scopus 로고
    • Small sample bias properties of the system GMM estimator in dynamic panel data models
    • Hayakawa K. Small sample bias properties of the system GMM estimator in dynamic panel data models. Economics Letters 2007, 95:32-38.
    • (2007) Economics Letters , vol.95 , pp. 32-38
    • Hayakawa, K.1
  • 17
    • 84921486513 scopus 로고    scopus 로고
    • The asymptotic properties of the system GMM estimator in dynamic panel data models when both N and T are large. Working paper, Hiroshima University
    • Hayakawa K. The asymptotic properties of the system GMM estimator in dynamic panel data models when both N and T are large. Working paper, Hiroshima University. 2008
    • (2008)
    • Hayakawa, K.1
  • 18
    • 84927007461 scopus 로고    scopus 로고
    • Judging contending estimators by simulation: tournaments in dynamic panel data models
    • Phillips G D A, Tzavalis E. In, Eds., Cambridge, Cambridge University Press
    • Kiviet J F. Judging contending estimators by simulation: tournaments in dynamic panel data models. The Refinement of Econometric Estimation and Test Procedures 2007, 282-318. Phillips G D ATzavalis E. In, Eds., Cambridge, Cambridge University Press
    • (2007) The Refinement of Econometric Estimation and Test Procedures , pp. 282-318
    • Kiviet, J.F.1
  • 19
    • 76949087467 scopus 로고    scopus 로고
    • Strength and weakness of instruments in IV and GMM estimation of dynamic panel data models
    • Working paper, University of Amsterdam
    • Kiviet J F. Strength and weakness of instruments in IV and GMM estimation of dynamic panel data models. 2008, Working paper, University of Amsterdam
    • (2008)
    • Kiviet, J.F.1
  • 20
    • 22544477160 scopus 로고    scopus 로고
    • Testing parameters in GMM without assuming they are identified
    • Kleibergen F. Testing parameters in GMM without assuming they are identified. Econometrica 2005, 73:1103-23.
    • (2005) Econometrica , vol.73 , pp. 1103-1123
    • Kleibergen, F.1
  • 21
    • 74049100101 scopus 로고    scopus 로고
    • GMM estimation and inference in dynamic panel data models with persistent data
    • Kruiniger H. GMM estimation and inference in dynamic panel data models with persistent data. Econometric Theory 2009, 25:1348-91.
    • (2009) Econometric Theory , vol.25 , pp. 1348-1391
    • Kruiniger, H.1
  • 22
    • 0003093394 scopus 로고    scopus 로고
    • Financial intermediation and growth: causality and causes
    • Levine R, Loayza N, Beck T. Financial intermediation and growth: causality and causes. Journal of Monetary Economics 2000, 46:31-77.
    • (2000) Journal of Monetary Economics , vol.46 , pp. 31-77
    • Levine, R.1    Loayza, N.2    Beck, T.3
  • 23
    • 0037984164 scopus 로고    scopus 로고
    • Estimating production functions using inputs to control for unobservables
    • Levinsohn J, Petrin A. Estimating production functions using inputs to control for unobservables. Review of Economic Studies 2003, 70:317-41.
    • (2003) Review of Economic Studies , vol.70 , pp. 317-341
    • Levinsohn, J.1    Petrin, A.2
  • 24
    • 0141718527 scopus 로고    scopus 로고
    • A conditional likelihood ratio test for structural models
    • Moreira M. A conditional likelihood ratio test for structural models. Econometrica 2003, 71:1027-48.
    • (2003) Econometrica , vol.71 , pp. 1027-1048
    • Moreira, M.1
  • 26
    • 0000782256 scopus 로고
    • The bias and moment matrix of the general k-class estimators of the parameters in simultaneous equations
    • Nagar A L. The bias and moment matrix of the general k-class estimators of the parameters in simultaneous equations. Econometrica 1959, 27:575-95.
    • (1959) Econometrica , vol.27 , pp. 575-595
    • Nagar, A.L.1
  • 27
    • 65949122959 scopus 로고    scopus 로고
    • Generalized method of moments with many weak moment conditions
    • Newey W K, Windmeijer F. Generalized method of moments with many weak moment conditions. Econometrica 2009, 77:687-719.
    • (2009) Econometrica , vol.77 , pp. 687-719
    • Newey, W.K.1    Windmeijer, F.2
  • 28
    • 6344288775 scopus 로고    scopus 로고
    • The effect of the tobacco settlement and smoking bans on alcohol consumption
    • Picone G A, Sloan F, Trogdon J G. The effect of the tobacco settlement and smoking bans on alcohol consumption. Health Economics 2004, 13:1063-80.
    • (2004) Health Economics , vol.13 , pp. 1063-1080
    • Picone, G.A.1    Sloan, F.2    Trogdon, J.G.3
  • 29
    • 0003278611 scopus 로고
    • Dynamic models for panel data
    • van der Ploeg F. In, Ed., London, Academic Press
    • Ridder G, Wansbeek T. Dynamic models for panel data. Advanced Lectures in Quantitative Economics 1990, 557-82. van der Ploeg F, In, Ed., London, Academic Press
    • (1990) Advanced Lectures in Quantitative Economics , pp. 557-582
    • Ridder, G.1    Wansbeek, T.2
  • 30
    • 0010704649 scopus 로고
    • Approximating the distributions of econometric estimators and test statistics
    • Griliches Z, Intriligator M D. In, Eds., Amsterdam, North-Holland
    • Rothenberg T J. Approximating the distributions of econometric estimators and test statistics. Handbook of Econometrics 1984, Volume 2:881-935. Griliches ZIntriligator M D. In, Eds., Amsterdam, North-Holland
    • (1984) Handbook of Econometrics , vol.2 , pp. 881-935
    • Rothenberg, T.J.1
  • 31
    • 0346307687 scopus 로고    scopus 로고
    • Instrumental variables regression with weak instruments
    • Staiger D, Stock J H. Instrumental variables regression with weak instruments. Econometrica 1997, 65:557-86.
    • (1997) Econometrica , vol.65 , pp. 557-586
    • Staiger, D.1    Stock, J.H.2
  • 32
    • 0000328019 scopus 로고    scopus 로고
    • GMM with weak identification
    • Stock J H, Wright J H. GMM with weak identification. Econometrica 2000, 68:1055-96.
    • (2000) Econometrica , vol.68 , pp. 1055-1096
    • Stock, J.H.1    Wright, J.H.2
  • 33
    • 0036790491 scopus 로고    scopus 로고
    • A survey of weak instruments and weak identification in generalized method of moments
    • Stock J H, Wright J H, Yogo M. A survey of weak instruments and weak identification in generalized method of moments. Journal of Business and Economic Statistics 2002, 20:518-29.
    • (2002) Journal of Business and Economic Statistics , vol.20 , pp. 518-529
    • Stock, J.H.1    Wright, J.H.2    Yogo, M.3
  • 35
    • 10444289824 scopus 로고    scopus 로고
    • A finite sample correction for the variance of linear efficient two-step GMM estimators
    • Windmeijer F. A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics 2005, 126:25-51.
    • (2005) Journal of Econometrics , vol.126 , pp. 25-51
    • Windmeijer, F.1


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