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Volumn 51, Issue 3, 2002, Pages 297-318

Missing time-dependent covariates in human immunodeficiency virus dynamic models

Author keywords

Acquired immune deficiency syndrome; Gibbs sampler; Hierarchical model; Human immunodeficiency virus dynamics; Markov chain Monte Carlo methods; Missing data; Multiple imputation; Non linear mixed effects model

Indexed keywords


EID: 0036428449     PISSN: 00359254     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9876.00270     Document Type: Article
Times cited : (25)

References (35)
  • 3
    • 0032864856 scopus 로고    scopus 로고
    • Relationships between antiviral treatment effects and biphasic viral decay rates in modeling HIV dynamics
    • Ding, A.A. and Wu, H. (1999) Relationships between antiviral treatment effects and biphasic viral decay rates in modeling HIV dynamics. Math. Biosci., 160, 63-82.
    • (1999) Math. Biosci. , vol.160 , pp. 63-82
    • Ding, A.A.1    Wu, H.2
  • 5
    • 84950453304 scopus 로고
    • Sampling-based approaches to calculating marginal denisities
    • Gelfand, A.E. and Smith, A.F.M. (1990) Sampling-based approaches to calculating marginal denisities. J Am. Statist. Ass., 85, 398-409.
    • (1990) J Am. Statist. Ass. , vol.85 , pp. 398-409
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 6
    • 0032331359 scopus 로고    scopus 로고
    • Not asked and not answered: Multiple imputation for multiple surveys
    • with discussion
    • Gelman, A., King, G. and Liu, C. (1998) Not asked and not answered: multiple imputation for multiple surveys (with discussion). J. Am. Statist. Ass., 93, 846-874.
    • (1998) J. Am. Statist. Ass. , vol.93 , pp. 846-874
    • Gelman, A.1    King, G.2    Liu, C.3
  • 7
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Geman, S. and Geman, D. (1984) Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans. Pattn Anal. Mach. Intell., 6, 721-742.
    • (1984) IEEE Trans. Pattn Anal. Mach. Intell. , vol.6 , pp. 721-742
    • Geman, S.1    Geman, D.2
  • 9
    • 0031511277 scopus 로고    scopus 로고
    • A two-step approach to measurement error in time-dependent covariates in nonlinear mixed-effects models, with application to IGF-I pharmacokinetics
    • Higgins, K.M., Davidian, M. and Giltinan, D.M. (1997) A two-step approach to measurement error in time-dependent covariates in nonlinear mixed-effects models, with application to IGF-I pharmacokinetics J. Am. Statist. Ass., 92, 436-448.
    • (1997) J. Am. Statist. Ass. , vol.92 , pp. 436-448
    • Higgins, K.M.1    Davidian, M.2    Giltinan, D.M.3
  • 10
    • 0028874048 scopus 로고
    • Rapid turnover of plasma virions and CD4 lymphocytes in HIV-1 infection
    • Ho, D.D., Neumann, A.U., Perelson, A.S., Chen, W., Leonard, J.M. and Markowitz, M. (1995) Rapid turnover of plasma virions and CD4 lymphocytes in HIV-1 infection. Nature, 373, 123-126.
    • (1995) Nature , vol.373 , pp. 123-126
    • Ho, D.D.1    Neumann, A.U.2    Perelson, A.S.3    Chen, W.4    Leonard, J.M.5    Markowitz, M.6
  • 11
    • 80051593425 scopus 로고
    • Maximum likelihood computations with repeated measures: Application of the EM algorithm
    • Laird, N.M., Lange, N. and Stram, D. (1987) Maximum likelihood computations with repeated measures: application of the EM algorithm. J. Am. Statist. Ass., 82, 97-105.
    • (1987) J. Am. Statist. Ass. , vol.82 , pp. 97-105
    • Laird, N.M.1    Lange, N.2    Stram, D.3
  • 12
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird, N.M. and Ware, J.H. (1982) Random-effects models for longitudinal data. Biometrics, 38, 963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 14
    • 0025170004 scopus 로고
    • Nonlinear mixed effects models for repeated measures data
    • Lindstrom, M.J. and Bates, D.M. (1990) Nonlinear mixed effects models for repeated measures data. Biometrics, 46, 673-687.
    • (1990) Biometrics , vol.46 , pp. 673-687
    • Lindstrom, M.J.1    Bates, D.M.2
  • 15
    • 84950455641 scopus 로고
    • Regression with missing X's: A review
    • Little, R.J.A. (1992) Regression with missing X's: a review. J. Am. Statist. Ass., 87, 1227-1237.
    • (1992) J. Am. Statist. Ass. , vol.87 , pp. 1227-1237
    • Little, R.J.A.1
  • 18
    • 0027049043 scopus 로고
    • Building population pharmacokinetic-pharmacodynamic models
    • Mandema, J.W., Verotta, D. and Sheiner, L.B. (1992) Building population pharmacokinetic-pharmacodynamic models. J. Pharmkinet. Biopharm., 20, 511-528.
    • (1992) J. Pharmkinet. Biopharm. , vol.20 , pp. 511-528
    • Mandema, J.W.1    Verotta, D.2    Sheiner, L.B.3
  • 21
    • 0029967721 scopus 로고    scopus 로고
    • HIV-1 dynamics in vivo: Virion clearance rate, infected cell life-span, and viral generation time
    • Perelson, A.S., Neumann, A.U., Markowitz, M., Leonard, J.M. and Ho, D.D. (1996) HIV-1 dynamics in vivo: virion clearance rate, infected cell life-span, and viral generation time. Science, 271, 1582-1586.
    • (1996) Science , vol.271 , pp. 1582-1586
    • Perelson, A.S.1    Neumann, A.U.2    Markowitz, M.3    Leonard, J.M.4    Ho, D.D.5
  • 23
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin, D.B. (1976) Inference and missing data. Biometrika, 63, 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 24
    • 0002608867 scopus 로고
    • Multiple imputations in sample surveys-a phenomenological Bayesian approach
    • _ (1978) Multiple imputations in sample surveys-a phenomenological Bayesian approach Proc. Surv. Res. Meth. Sect. Am. Statist. Ass., 20-34.
    • (1978) Proc. Surv. Res. Meth. Sect. Am. Statist. Ass. , pp. 20-34
  • 27
    • 84950758368 scopus 로고
    • The calculation of posterior distributions by data augmentation
    • with discussion
    • Tanner, M.A. and Wong, W.H. (1987) The calculation of posterior distributions by data augmentation (with discussion). J. Am. Statist. Ass., 82, 528-550.
    • (1987) J. Am. Statist. Ass. , vol.82 , pp. 528-550
    • Tanner, M.A.1    Wong, W.H.2
  • 30
    • 0032967837 scopus 로고    scopus 로고
    • Population HIV-1 dynamics in vivo: Applicable models and inferential tools for virological data from AIDS clinical trials
    • Wu, H. and Ding, A. (1999) Population HIV-1 dynamics in vivo: applicable models and inferential tools for virological data from AIDS clinical trials. Biometrics, 55, 410-418.
    • (1999) Biometrics , vol.55 , pp. 410-418
    • Wu, H.1    Ding, A.2
  • 31
    • 0032534021 scopus 로고    scopus 로고
    • Estimation of HIV dynamic parameters
    • Wu, H., Ding, A. and De Gruttola, V. (1998) Estimation of HIV dynamic parameters. Statist. Med., 17, 2463-2485.
    • (1998) Statist. Med. , vol.17 , pp. 2463-2485
    • Wu, H.1    Ding, A.2    De Gruttola, V.3
  • 32
    • 0011419832 scopus 로고    scopus 로고
    • Characterization of viral dynamics in Human Immuno-deficiency Virus Type 1-infected patients treated with combination antiretroviral therapy: Relationships to host factors, cellular restoration and virological endpoints
    • Wu, H., Kuritzkes, D.R., McClernon, D.R., Kessler, H., Connick, E., Landay, A., Spear, G., Heath-Chiozzi, M., Rousseau, F., Fox, L., Spritzler, J., Leonard, J.M. and Lederman, M.M. (1999) Characterization of viral dynamics in Human Immuno-deficiency Virus Type 1-infected patients treated with combination antiretroviral therapy: relationships to host factors, cellular restoration and virological endpoints. J. Infect. Dis., 179, 799-807.
    • (1999) J. Infect. Dis. , vol.179 , pp. 799-807
    • Wu, H.1    Kuritzkes, D.R.2    McClernon, D.R.3    Kessler, H.4    Connick, E.5    Landay, A.6    Spear, G.7    Heath-Chiozzi, M.8    Rousseau, F.9    Fox, L.10    Spritzler, J.11    Leonard, J.M.12    Lederman, M.M.13
  • 33
    • 0035973236 scopus 로고    scopus 로고
    • A multiple imputation method for missing covariates in nonlinear mixed-effect models, with application to HIV dynamics
    • Wu, H. and Wu, L. (2001) A multiple imputation method for missing covariates in nonlinear mixed-effect models, with application to HIV dynamics. Statist. Med., 20, 1755-1769.
    • (2001) Statist. Med. , vol.20 , pp. 1755-1769
    • Wu, H.1    Wu, L.2
  • 34
    • 0037088327 scopus 로고    scopus 로고
    • Identification of significant host factors for HIV dynamics modeled by nonlinear mixed-effect models
    • _ (2002) Identification of significant host factors for HIV dynamics modeled by nonlinear mixed-effect models. Statist. Med., 21, 753-771.
    • (2002) Statist. Med. , vol.21 , pp. 753-771
  • 35
    • 0344542078 scopus 로고    scopus 로고
    • Multiple imputation methods for the missing covariates in generalized estimating equation
    • Xie, F. and Paik, M.C. (1997) Multiple imputation methods for the missing covariates in generalized estimating equation. Biometrics, 53, 1538-1546.
    • (1997) Biometrics , vol.53 , pp. 1538-1546
    • Xie, F.1    Paik, M.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.