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Volumn 13, Issue 1, 2012, Pages 61-73

Mixed model analysis of censored longitudinal data with flexible random-effects density

Author keywords

Censoring; HCV; HIV; Limit of quantification; Longitudinal data; Random effects

Indexed keywords

ALPHA INTERFERON; ANTIVIRUS AGENT;

EID: 83755163655     PISSN: 14654644     EISSN: 14684357     Source Type: Journal    
DOI: 10.1093/biostatistics/kxr026     Document Type: Article
Times cited : (22)

References (20)
  • 1
    • 4944247358 scopus 로고    scopus 로고
    • Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies
    • AGRESTI, A., CAFFO, B. AND OHMAN-STRICKLAND, P. (2004). Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies. Computational Statistics & Data Analysis 47, 639-653.
    • (2004) Computational Statistics & Data Analysis , vol.47 , pp. 639-653
    • Agresti, A.1    Caffo, B.2    Ohman-Strickland, P.3
  • 2
    • 0032958330 scopus 로고    scopus 로고
    • A general maximum likelihood analysis of variance components in generalized linear models
    • AITKIN, M. (1999). A general maximum likelihood analysis of variance components in generalized linear models. Biometrics 55, 117-128. (Pubitemid 29162012)
    • (1999) Biometrics , vol.55 , Issue.1 , pp. 117-128
    • Aitkin, M.1
  • 3
    • 3442891913 scopus 로고    scopus 로고
    • A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution
    • DOI 10.1093/biostatistics/3.3.347
    • CHEN, J., ZHANG, D. AND DAVIDIAN, M. (2002). A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution. Biostatistics 3, 347-360. (Pubitemid 35015928)
    • (2002) Biostatistics Oxford , vol.3 , Issue.3 , pp. 347-360
    • Chen, J.1    Zhang, D.2    Davidian, M.3
  • 4
    • 0000447977 scopus 로고
    • The nonlinear mixed effects model with a smooth random effects density
    • DAVIDIAN, M. AND GALLANT, A. R. (1993). The nonlinear mixed effects model with a smooth random effects density. Biometrika 80, 475-488.
    • (1993) Biometrika , vol.80 , pp. 475-488
    • Davidian, M.1    Gallant, A.R.2
  • 5
    • 59449107367 scopus 로고    scopus 로고
    • Smooth inference for survival functions with arbitrarily censored data
    • DOEHLER, K. AND DAVIDIAN, M. (2008). Smooth inference for survival functions with arbitrarily censored data. Statistics in Medicine 27, 5421-5439.
    • (2008) Statistics in Medicine , vol.27 , pp. 5421-5439
    • Doehler, K.1    Davidian, M.2
  • 6
    • 0002245296 scopus 로고
    • Semi-nonparametric maximum likelihood estimation
    • GALLANT, A. R. AND NYCHKA, D. W. (1987). Semi-nonparametric maximum likelihood estimation. Econometrica 55, 363-390.
    • (1987) Econometrica , vol.55 , pp. 363-390
    • Gallant, A.R.1    Nychka, D.W.2
  • 7
    • 0000024102 scopus 로고    scopus 로고
    • Misspecified maximum likelihood estimates and generalised linear mixed models
    • HEAGERTY, P. J. AND KURLAND, B. F. (2001). Misspecified maximum likelihood estimates and generalised linear mixed models. Biometrika 88, 973-985. (Pubitemid 33771546)
    • (2001) Biometrika , vol.88 , Issue.4 , pp. 973-985
    • Heagerty, P.J.1    Kurland, B.F.2
  • 8
    • 0032967506 scopus 로고    scopus 로고
    • Mixed effects models with censored data with application to HIV RNA levels
    • HUGHES, J. P. (1999). Mixed effects models with censored data with application to HIV RNA levels. Biometrics 55, 625-629. (Pubitemid 29302594)
    • (1999) Biometrics , vol.55 , Issue.2 , pp. 625-629
    • Hughes, J.P.1
  • 9
    • 0001025775 scopus 로고    scopus 로고
    • Analysis of left-censored longitudinal data with application to viral load in HIV infection
    • DOI 10.1093/biostatistics/1.4.355
    • JACQMIN-GADDA, H., THIBAUT, R., CHE NE, G. AND COMMENGES, D. (2000). Analysis of left-censored longitudinal data with application to viral load in HIV infection. Biostatistics 1, 355-368. (Pubitemid 33213542)
    • (2000) Biostatistics Oxford , vol.1 , Issue.4 , pp. 355-368
    • Jacqmin-Gadda, H.1    Thiebaut, R.2    Chene, G.3    Commenges, D.4
  • 10
    • 0031662186 scopus 로고    scopus 로고
    • A semiparametric Bayesian approach to the random effects model
    • DOI 10.2307/2533846
    • KLEINMAN, K. P. AND IBRAHIM, J. G. (1998). A semiparametric Bayesian approach to the random effects model. Biometrics 54, 921-938. (Pubitemid 28429287)
    • (1998) Biometrics , vol.54 , Issue.3 , pp. 921-938
    • Kleinman, K.P.1    Ibrahim, J.G.2
  • 11
    • 38949124690 scopus 로고    scopus 로고
    • Flexible parametric models for random-effects distributions
    • DOI 10.1002/sim.2897
    • LEE, K. J. AND THOMPSON, S. G. (2008). Flexible parametric models for random-effects distributions. Statistics in Medicine 27, 418-434. (Pubitemid 351227877)
    • (2008) Statistics in Medicine , vol.27 , Issue.3 , pp. 418-434
    • Lee, K.J.1    Thompson, S.G.2
  • 12
    • 42749091873 scopus 로고    scopus 로고
    • The impact of a misspecified random-effects distribution on the estimation and the performance of inferential procedures in generalized linear mixed models
    • LITÌERE, S., ALONSO, A. AND MOLENBERGHS, G. (2008). The impact of a misspecified random-effects distribution on the estimation and the performance of inferential procedures in generalized linear mixed models. Statistics in Medicine 27, 3125-3144.
    • (2008) Statistics in Medicine , vol.27 , pp. 3125-3144
    • Litìere, S.1    Alonso, A.2    Molenberghs, G.3
  • 13
    • 48049093037 scopus 로고    scopus 로고
    • A likelihood reformulation method in non-normal random effects models
    • LIU, L. AND YU, Z. (2008). A likelihood reformulation method in non-normal random effects models. Statistics in Medicine 27, 3105-3124.
    • (2008) Statistics in Medicine , vol.27 , pp. 3105-3124
    • Liu, L.1    U, Z.Y.2
  • 14
    • 0030329265 scopus 로고    scopus 로고
    • A smooth nonparametric estimate of a mixing distribution using mixtures of Gaussians
    • MAGDER, L. S. AND ZEGER, S. L. (1996). A smooth nonparametric estimate of a mixing distribution using mixtures of Gaussians. Journal of the American Statistical Association 91, 1141-1151.
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 1141-1151
    • Magder, L.S.1    Zeger, S.L.2
  • 15
    • 0000162978 scopus 로고
    • The effects of mixture distribution misspecification when fitting mixed-effects logistic models
    • NEUHAUS, J. M., HAUCK, W. W. AND KALBFLEISCH, J. D. (1992). The effects of mixture distribution misspecification when fitting mixed-effects logistic models. Biometrika 79, 755-762.
    • (1992) Biometrika , vol.79 , pp. 755-762
    • Neuhaus, J.M.1    Hauck, W.W.2    Kalbfleisch, J.D.3
  • 16
    • 77953881002 scopus 로고    scopus 로고
    • Interleukin-28b polymorphism improves viral kinetics and is the strongest pretreatment predictor of sustained virologic response in genotype 1 hepatitis C virus
    • THOMPSON, A. J., MUIR, A. J., SULKOWSKI, M. S., GE, D., FELLAY, J., SHIANNA, K. V., URBAN, T., AFDHAL, N. H., JACOBSON, I. M., ESTEBAN, R. and others. (2010). Interleukin-28b polymorphism improves viral kinetics and is the strongest pretreatment predictor of sustained virologic response in genotype 1 hepatitis C virus. Gastroenterology 139, 120-129.
    • (2010) Gastroenterology , vol.139 , pp. 120-129
    • Thompson, A.J.1    Muir, A.J.2    Sulkowski, M.S.3    E, D.G.4    Fellay, J.5    Shianna, K.V.6    Urban, T.7    Afdhal, N.H.8    Jacobson, I.M.9    Esteban, R.10
  • 17
    • 72449166341 scopus 로고    scopus 로고
    • Fast implementation for normal mixed effects models with censored response
    • VAIDA, F. AND LIU, L. (2009). Fast implementation for normal mixed effects models with censored response. Journal of Computational and Graphical Statistics 18, 797-817.
    • (2009) Journal of Computational and Graphical Statistics , vol.18 , pp. 797-817
    • Vaida, F.1    Liu, L.2
  • 18
    • 0031555662 scopus 로고    scopus 로고
    • The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data
    • VERBEKE, G. AND LESAFFRE, E. (1997). The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data. Computational Statistics & Data Analysis 23, 541-556.
    • (1997) Computational Statistics & Data Analysis , vol.23 , pp. 541-556
    • Verbeke, G.1    Lesaffre, E.2
  • 19
    • 0036970596 scopus 로고    scopus 로고
    • A joint model for nonlinear mixed-effects models with censoring and covariates measured with error, with application to AIDS studies
    • WU, L. (2002). A joint model for nonlinear mixed-effects models with censoring and covariates measured with error, with application to AIDS studies. Journal of the American Statistical Association 97, 955-964.
    • (2002) Journal of the American Statistical Association , vol.97 , pp. 955-964
    • U, L.W.1
  • 20
    • 0034862723 scopus 로고    scopus 로고
    • Linear mixed models with flexible distributions of random effects for longitudinal data
    • ZHANG, D. AND DAVIDIAN, M. (2001). Linear mixed models with flexible distributions of random effects for longitudinal data. Biometrics 57, 795-802. (Pubitemid 32801176)
    • (2001) Biometrics , vol.57 , Issue.3 , pp. 795-802
    • Zhang, D.1    Davidian, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.