Thiébaut, Rodolphe; Jacqmin-Gadda, Hélène
Modélisation longitudinale de données incomplètes : exemple de la charge virale plasmatique du VIH
Journal de la société française de statistique, Tome 145 (2004) no. 2 , p. 33-47
URL stable : http://www.numdam.org/item?id=JSFS_2004__145_2_33_0

Bibliographie

Albert J. M., Ioannidis J. P. A., Reichelderfer P., Conway B., Coombs R. W., Crane L., Demasi R., Dixon D. O., Flandre P., Hughes M. D., Kalish L. A., Larntz K., Lin D. Y., Marschner I. C., Munoz A., Murray J., Neaton J., Pettinelli C. , Rida W., Taylor J. M. G. and Welles S. L. (1998). Statistical issues for HIV surrogate endpoints : Point/counterpoint. Statistics in Medicine, 17, 2435-62.

Berk K. N. and Lachenbruch P. A. (2002). Repeated measures with zeros. Statistical Methods in Medical Research, 11, 303-16. Zbl 1121.62574

De Gruttola V. and Tu X. M. (1994). Modelling progression of CD4-lymphocyte count and its relationship to survival time. Biometrics, 50, 1003-14. Zbl 0825.62792

Delfraissy J. F. (2002). Prise en charge des personnes infectées par le VIH. Recommandations du groupe d'experts. Paris, Médecine-Sciences Flammarion.

Guo X. and Carlin P. (2004). Separate and joint modelling of longitudinal and event time data using standard computer packages. The American Statistician, 58, 1-9. MR 2055507

Henderson R., Diggle P. and Dobson A. (2000). Joint modelling of longitudinal measurements and event time data. Biostatistics, 1, 465-80. Zbl 1089.62519

Hughes J. P. (1999). Mixed effects models with censored data with application to HIV RNA levels. Biometrics, 55, 625-9. Zbl 1059.62661

Jacqmin-Gadda H. and Thiébaut R. (2004). Modèles de sélection pour données longitudinales gaussiennes : Application à l'étude du vieillissement cognitif. Journal de la Société Française de Statistique, (sous presse).

Jacqmin-Gadda H., Thiébaut R., Chêne G. and Commenges D. (2000). Analysis of left-censored longitudinal data with application to viral load in HIV infection. Biostatistics, 1, 355-68. Zbl 1096.62507

Kenward M. G. (1998). Selection models for repeated measurements with non-random dropout : an illustration of sensitivity. Statistics in Medicine, 17, 2723-32.

Laird N. M. and Ware J. H. (1982). Random-effects models for longitudinal data. Biometrics, 38, 963-74. Zbl 0512.62107

Littell R. C. , Milliken G. A., Stroup W. W. and Wolfinger R. D. (1996). SAS System for Mixed Models. Cary, NC, SAS Institute.

Little R. (1995). Modeling the drop-out mechanism in repeated-measures studies. Journal of the American Statistical Association, 90, 1112-21. MR 1354029 | Zbl 0841.62099

Lyles R. H., Lyles C. M. and Taylor D. J. (2000). Random regression models for human immunodeficiency virus ribonucleic acid data subject to left censoring and informative drop-outs. Journal of the Royal Statistical Society : Series C, 49, 485-97. MR 1824554 | Zbl 0965.62097

Mellors J. W., Muoz A., Giorgi J. V., Margolick J. B., Tassoni C. J., Gupta P., Kingsley L. A., Todd J. A., Saah A. J., Detels R., Phair J. P. and Rinaldo C. R., Jr. (1997). Plasma viral load and CD4+ lymphocytes as prognostic markers of HIV-1 infection. Annals of Internal Medicine, 126, 946-54.

Minini P. and Chavance M. (2004). Observations longitudinales incomplètes : de la modélisation des observations disponibles à l'analyse de sensibilité. Journal de la Société Française de Statistique, 145, 2, 5-18.

Moulton L. H. and Halsey N. A. (1995). A mixture model with detection limits for regression analyses of antibody response to vaccine. Biometrics, 51 , 1570-8. Zbl 0875.62502

Pinheiro J. C. and Bates D. M. (2000). Mixed-Effects Models in S and S-PLUS. New York, Springer-Verlag. Zbl 0953.62065

Rubin D. (1976). Inference and missing data. Biometrika, 63, 581-92. MR 455196 | Zbl 0344.62034

Thiébaut R., Chêne G., Jacqmin-Gadda H., Morlat P., Mercié P., Dupon M., Neau D., Ramaroson H., Dabis F. and Salamon R. (2003). Time updated CD4+ T Lymphocyte count and HIV RNA as major markers of disease progression in naive HIV-1 infected patients treated with an highly active antiretroviral therapy. The Aquitaine Cohort, 1996-2001. Journal of Acquired Immune Deficiency Syndromes, 33, 380-6.

Thiébaut R. and Jacqmin-Gadda H. (2004). Mixed models for longitudinal left-censored repeated measures. Computer Methods and Programs in Biomedicine, 74, 255-60.

Verbeke G. and Molenberghs G. (2000). Linear mixed models for longitudinal data. New York, Springer. MR 1880596 | Zbl 0956.62055