Local influence analysis for GMM estimation

Ahn, S.C., Schmidt, P.: Efficient estimation of models for dynamic panel data. J. Econ. 68, 5–27 (1995)

Anatolyev, S.: GMM, GEL, serial correlation, and asymptotic bias. Econometrica 73, 983–1002 (2005)

Arellano, M., Bond, S.: Some test of specification for panel data: Monte Carlo evidence and an application to employment equation. Rev. Econ. Stud. 58, 277–298 (1991)

Arellano, M., Bover, O.: Another look at the instrumental-variableestimation of error-components models. J. Econ. 68, 29–52 (1995)

Arellano, M.: Panel Data Econometrics. Oxford University Press, New York (2003)

Beckman, R.J., Nachtsheim, C.J., Cook, R.D.: Diagnostics for mixed model analysis. Technometrics 29, 413–426 (1987)

Blundell, R., Bond, S.: Initial conditions and moment restrictions in dynamic panel data model. Econ. Pap. 87, 115–143 (1998)

Cook, R.D.: Assessment of local influence(with discussion). J. R. Stat. Soc. B 48, 133–169 (1986)

Critchley, F., Atkinson, R.A., Biazi, L.E.: Influence analysis based on the case sensitivity function. J. R. Stat. Soc. B 63, 307–323 (2001)

Engle, R.E.: Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation. Econometrica 50, 987–1008 (1982)

Hall, A.: Generalized Method of Moments. Oxford University Press, Oxford (2005)

Hansen, L.P.: Large sample propoerties of genealized method of moments estimators. Econometrica 10, 1029–1054 (1982)

Hansen, L.P., Heaton, J., Yeron, A.: Finite-sample properties of some alternative GMM estimators. J. Business Econ. Stat. 14(3), 262–280 (1996)

Hsiao, C.: Analysis of Panel Data, 2nd edn. Cambridge University Press, Cambridge (2003)

Lawrance, A.J.: Regression transformation diagnostics using local influence. J. Am. Stat. Assoc. 83, 1067–1072 (1988)

Li, B.J.C., Moor, B.U.J.: More on local influence in principal components analysis. Commun. Stat. Theory Methods 28(10), 2487–2495 (1999)

Lu, J.D., Ko, D., Chang, T.: The standardized influence matrix and its applications. J. Am. Stat. Assoc. 92(440), 1572–1580 (1997)

New, W., Smith, R.: Higher order properties of GMM and generalized empirical likelihood estimators. Econometrica 72, 219–255 (2004)

Poon, W.Y., Poon, Y.S.: Conformal normal curvature and assessment of local influence. J. R. Stat. Soc. B 61, 51–61 (1999)

Ronchetti, E., Trojani, F.: Robust inference with GMM estimators. J. Econ. 10, 37–69 (2001)

Shi, L.: Local influence in principal component analysis. Biometrika 84, 175–186 (1997)

Shi, L., Chen, G.: Outlier deletion in multilevel models. J. Stat. Plann. Inference 138, 3189–3199 (2008)

Shi, L., Huang, M.: Stepwise local influence analysis. Comput. Stat. Data Anal. 55(2), 973–982 (2011)

Shi, L., Lu, J., Zhao, J.H., Chen, G.: Case deletion diagnostics for GMM estimation. Comput. Stat. Data Anal. 95, 176–191 (2016)

Shi, L., Ojeda, M.: Local influence in multilevel regression for growth curve. J. Multivar. Ana. 91, 282–304 (2004)

Stock, J.H., Watson, M.W.: Introduction to Econometrics. 2nd edition. PEARSON (2007)

Thomas, W., Cook, R.D.: Assesing influence on prediction from generalized linear models. Technometrics 32, 59–65 (1990)

Wooldridge, J.M.: Econometric Analysis of Cross Section and Panel Data. MIT Press, London (2002)

Wu, X.Z., Luo, Z.: Second-order approach to local influence. J. R. Stat. Soc. B 55, 929–936 (1993)

Zhu, H.T., Lee, S.Y.: Local influence for incomplete data models. J. R. Stat. Soc. B 63, 111–126 (2001)

Zhu, H.T., Ibrahim, J.G., Lee, S.Y., Zhang, H.P.: Perturbation selection and influence measures in local influence analysis. Ann. Stat. 35, 2565–2588 (2007)

Zhu, H.T., Ibrahim, J.G., Cho, H.: Perturbation and scaled Cook’s distance. Ann. Stat. 40(2), 785 (2012)