메뉴 건너뛰기




Volumn 54, Issue 5, 2010, Pages 1266-1280

Influence analyses of skew-normal/independent linear mixed models

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DIAGNOSTIC PROCEDURE; EM ALGORITHMS; INFLUENCE ANALYSIS; LINEAR MIXED MODELS; LOCAL INFLUENCE; OBSERVED DATA; RANDOM EFFECTS; REPARAMETERIZATION;

EID: 77249127859     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2009.11.008     Document Type: Article
Times cited : (17)

References (28)
  • 2
    • 0001417140 scopus 로고    scopus 로고
    • The multivariate skew-normal distribution
    • Azzalini A., and Dalla Valle A. The multivariate skew-normal distribution. Biometrika 83 (1996) 715-726
    • (1996) Biometrika , vol.83 , pp. 715-726
    • Azzalini, A.1    Dalla Valle, A.2
  • 3
    • 0010972884 scopus 로고
    • Pseudo maximum likelihood estimation in elliptical theory: Effects of misspecification
    • Berkane M., Kano Y., and Bentler P.M. Pseudo maximum likelihood estimation in elliptical theory: Effects of misspecification. Computational Statistical & Data Analysis 18 (1994) 255-267
    • (1994) Computational Statistical & Data Analysis , vol.18 , pp. 255-267
    • Berkane, M.1    Kano, Y.2    Bentler, P.M.3
  • 6
    • 10944222639 scopus 로고    scopus 로고
    • Smooth random effects distribution in a linear mixed model
    • Ghidey W., Lesaffre E., and Eilers P. Smooth random effects distribution in a linear mixed model. Biometrics 60 (2004) 945-953
    • (2004) Biometrics , vol.60 , pp. 945-953
    • Ghidey, W.1    Lesaffre, E.2    Eilers, P.3
  • 8
    • 69249203484 scopus 로고    scopus 로고
    • Robust linear mixed models with skew-normal independent distributions from a Bayesian perspective
    • Lachos V.H., Dey D.K., and Cancho V.G. Robust linear mixed models with skew-normal independent distributions from a Bayesian perspective. Journal of Statistical Planning and Inference 139 (2009) 4098-4110
    • (2009) Journal of Statistical Planning and Inference , vol.139 , pp. 4098-4110
    • Lachos, V.H.1    Dey, D.K.2    Cancho, V.G.3
  • 9
    • 77249149032 scopus 로고    scopus 로고
    • Likelihood based inference for skew-normal independent linear mixed models
    • Lachos V.H., Ghosh P., and Arellano-Valle R.B. Likelihood based inference for skew-normal independent linear mixed models. Statistica Sinica 20 (2010) SS-08-045
    • (2010) Statistica Sinica , vol.20
    • Lachos, V.H.1    Ghosh, P.2    Arellano-Valle, R.B.3
  • 12
  • 13
    • 0031744665 scopus 로고    scopus 로고
    • Local influence in linear mixed models
    • Lesaffre E., and Verbeke G. Local influence in linear mixed models. Biometrics 54 (1998) 570-582
    • (1998) Biometrics , vol.54 , pp. 570-582
    • Lesaffre, E.1    Verbeke, G.2
  • 14
    • 42149136843 scopus 로고    scopus 로고
    • Estimation and prediction in linear mixed models with skew-normal random effects for longitudinal data
    • Lin T.I., and Lee J.C. Estimation and prediction in linear mixed models with skew-normal random effects for longitudinal data. Statistics in Medicine 27 (2008) 1490-1507
    • (2008) Statistics in Medicine , vol.27 , pp. 1490-1507
    • Lin, T.I.1    Lee, J.C.2
  • 15
    • 33746926396 scopus 로고    scopus 로고
    • Local influence of multivariate probit latent variable models
    • Lu B., and Song X.Y. Local influence of multivariate probit latent variable models. Journal of Multivariate Analysis 97 (2006) 1783-1798
    • (2006) Journal of Multivariate Analysis , vol.97 , pp. 1783-1798
    • Lu, B.1    Song, X.Y.2
  • 18
    • 77955922626 scopus 로고    scopus 로고
    • Inference for a skew extension of the grubbs model
    • 10.1007/s00362-008-0157-9
    • Montenegro L.C., Lachos V.H., and Bolfarine H. Inference for a skew extension of the grubbs model. Statistical Papers (2009) 10.1007/s00362-008-0157-9
    • (2009) Statistical Papers
    • Montenegro, L.C.1    Lachos, V.H.2    Bolfarine, H.3
  • 19
    • 34147127506 scopus 로고    scopus 로고
    • Assessment of local influence in elliptical linear models with longitudinal structure
    • Osorio F., Paula G.A., and Galea M. Assessment of local influence in elliptical linear models with longitudinal structure. Computational Statistics and Data Analysis 51 (2007) 4354-4368
    • (2007) Computational Statistics and Data Analysis , vol.51 , pp. 4354-4368
    • Osorio, F.1    Paula, G.A.2    Galea, M.3
  • 20
    • 58549114492 scopus 로고    scopus 로고
    • On estimation and influence diagnostics for the Grubbs' model under heavy-tailed distributions
    • Osorio F., Paula G.A., and Galea M. On estimation and influence diagnostics for the Grubbs' model under heavy-tailed distributions. Computational Statistics and Data Analysis 53 (2009) 1249-1263
    • (2009) Computational Statistics and Data Analysis , vol.53 , pp. 1249-1263
    • Osorio, F.1    Paula, G.A.2    Galea, M.3
  • 21
    • 0035632583 scopus 로고    scopus 로고
    • Efficient algorithms for robust estimation in linear mixed-effects models using a multivariate t-distribution
    • Pinheiro J.C., Liu C.H., and Wu Y.N. Efficient algorithms for robust estimation in linear mixed-effects models using a multivariate t-distribution. Journal of Computational and Graphical Statistics 10 (2001) 249-276
    • (2001) Journal of Computational and Graphical Statistics , vol.10 , pp. 249-276
    • Pinheiro, J.C.1    Liu, C.H.2    Wu, Y.N.3
  • 23
    • 0042570344 scopus 로고    scopus 로고
    • Robust linear mixed models with normal/independent distributions and Bayesian MCMC implementation
    • Rosa G.J.M., Padovani C.R., and Gianola D. Robust linear mixed models with normal/independent distributions and Bayesian MCMC implementation. Biometrical Journal 45 (2003) 573-590
    • (2003) Biometrical Journal , vol.45 , pp. 573-590
    • Rosa, G.J.M.1    Padovani, C.R.2    Gianola, D.3
  • 25
    • 0000569928 scopus 로고    scopus 로고
    • A linear mixed-effects model with heterogeneity in the random-effects population
    • Verbeke G., and Lesaffre E. A linear mixed-effects model with heterogeneity in the random-effects population. Journal of the American Statistical Association 91 (1996) 217-221
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 217-221
    • Verbeke, G.1    Lesaffre, E.2
  • 26
    • 0034862723 scopus 로고    scopus 로고
    • Linear mixed models with flexible distributions of random effects for longitudinal data
    • Zhang D., and Davidian M. Linear mixed models with flexible distributions of random effects for longitudinal data. Biometrics 57 (2001) 795-802
    • (2001) Biometrics , vol.57 , pp. 795-802
    • Zhang, D.1    Davidian, M.2
  • 27
    • 39449092232 scopus 로고    scopus 로고
    • Three-step estimation in linear mixed models with skew-t distributions
    • Zhou T., and He X. Three-step estimation in linear mixed models with skew-t distributions. Journal of Statistical Planning and Inference 138 (2008) 1542-1555
    • (2008) Journal of Statistical Planning and Inference , vol.138 , pp. 1542-1555
    • Zhou, T.1    He, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.