메뉴 건너뛰기




Volumn 29, Issue 26, 2010, Pages 2757-2768

A sequential Cox approach for estimating the causal effect of treatment in the presence of time-dependent confounding applied to data from the Swiss HIV Cohort Study

Author keywords

Causal inference; HIV AIDS; Observational studies; Survival analysis; Time dependent confounding

Indexed keywords

ANTIRETROVIRUS AGENT;

EID: 77958591616     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.4048     Document Type: Article
Times cited : (69)

References (25)
  • 1
    • 0033839024 scopus 로고    scopus 로고
    • Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men
    • DOI: 10.1093/aje/kwi216.
    • Hernan MA, Brumback B, Robins JM. Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. Epidemiology 2000; 11(5):561-570. DOI: 10.1093/aje/kwi216.
    • (2000) Epidemiology , vol.11 , Issue.5 , pp. 561-570
    • Hernan, M.A.1    Brumback, B.2    Robins, J.M.3
  • 2
    • 0033847784 scopus 로고    scopus 로고
    • Marginal structural models and causal inference in epidemiology
    • DOI: 10.1097/00001648-200009000-00011.
    • Robins JM, Hernan MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000; 11(5):550-560. DOI: 10.1097/00001648-200009000-00011.
    • (2000) Epidemiology , vol.11 , Issue.5 , pp. 550-560
    • Robins, J.M.1    Hernan, M.A.2    Brumback, B.3
  • 3
    • 33645235659 scopus 로고    scopus 로고
    • Comparison of dynamic treatment regimes via inverse probability weighting
    • DOI: 10.1111/j.1742-7843.2006.pto_329.x.
    • Hernan MA, Lanoy E, Costagliola D, Robins JM. Comparison of dynamic treatment regimes via inverse probability weighting. Basic and Clinical Pharmacology and Toxicology 2006; 98:237-242. DOI: 10.1111/j.1742-7843.2006.pto_329.x.
    • (2006) Basic and Clinical Pharmacology and Toxicology , vol.98 , pp. 237-242
    • Hernan, M.A.1    Lanoy, E.2    Costagliola, D.3    Robins, J.M.4
  • 4
    • 61449524241 scopus 로고    scopus 로고
    • Observational studies analyzed like randomized experiments. An application to postmenopausal hormone therapy and coronary heart disease
    • DOI: 10.1097/EDE.0b013e3181875e61.
    • Hernan MA, Alonso A, Logan R, Grodstein F, Michels KB, Willett WC, Manson JAE, Robins JM. Observational studies analyzed like randomized experiments. An application to postmenopausal hormone therapy and coronary heart disease. Epidemiology 2008; 19(6):766-779. DOI: 10.1097/EDE.0b013e3181875e61.
    • (2008) Epidemiology , vol.19 , Issue.6 , pp. 766-779
    • Hernan, M.A.1    Alonso, A.2    Logan, R.3    Grodstein, F.4    Michels, K.B.5    Willett, W.C.6    Manson, J.A.E.7    Robins, J.M.8
  • 5
    • 27744462592 scopus 로고    scopus 로고
    • Propensity score matching with time-dependent covariates
    • DOI: 10.1111/j.1541-0420.2005.00356.x.
    • Lu B. Propensity score matching with time-dependent covariates. Biometrics 2005; 61(3):721-728. DOI: 10.1111/j.1541-0420.2005.00356.x.
    • (2005) Biometrics , vol.61 , Issue.3 , pp. 721-728
    • Lu, B.1
  • 6
    • 33847345021 scopus 로고    scopus 로고
    • Dynamic prediction by landmarking in event history analysis
    • DOI: 10.1111/j.1467-9469.2006.00529.x.
    • van Houwelingen HC. Dynamic prediction by landmarking in event history analysis. Scandinavian Journal of Statistics 2006; 34:70-85. DOI: 10.1111/j.1467-9469.2006.00529.x.
    • (2006) Scandinavian Journal of Statistics , vol.34 , pp. 70-85
    • van Houwelingen, H.C.1
  • 7
    • 31344433620 scopus 로고    scopus 로고
    • Results of multivariable logistic regression, propensity matching, propensity adjustment, and propensity-based weighting under conditions of nonuniform effect
    • DOI: 10.1093/aje/kwj047.
    • Kurth T, Walker AM, Glynn RJ, Chan KA, Gaziano JM, Berger K, Robins JM. Results of multivariable logistic regression, propensity matching, propensity adjustment, and propensity-based weighting under conditions of nonuniform effect. American Journal of Epidemiology 2005; 163(3):262-270. DOI: 10.1093/aje/kwj047.
    • (2005) American Journal of Epidemiology , vol.163 , Issue.3 , pp. 262-270
    • Kurth, T.1    Walker, A.M.2    Glynn, R.J.3    Chan, K.A.4    Gaziano, J.M.5    Berger, K.6    Robins, J.M.7
  • 8
    • 46249131752 scopus 로고    scopus 로고
    • Demystifying double robustness: a comparison of alternative strategies estimating a population mean from incomplete data
    • DOI: 10.1214/07-STS227.
    • Kang JDY, Schafer JL. Demystifying double robustness: a comparison of alternative strategies estimating a population mean from incomplete data. Statistical Science 2007; 22(4):523-539. DOI: 10.1214/07-STS227.
    • (2007) Statistical Science , vol.22 , Issue.4 , pp. 523-539
    • Kang, J.D.Y.1    Schafer, J.L.2
  • 9
    • 53349127165 scopus 로고    scopus 로고
    • Systematic differences in treatment effect estimates between propensity score methods and logistic regression
    • DOI: 10.1093/ije/dyn079.
    • Martens EP, Pestman WR, de Boer A, Belitser S, Klungel OH. Systematic differences in treatment effect estimates between propensity score methods and logistic regression. International Journal of Epidemiology 2008; 1-6. DOI: 10.1093/ije/dyn079.
    • (2008) International Journal of Epidemiology , pp. 1-6
    • Martens, E.P.1    Pestman, W.R.2    de Boer, A.3    Belitser, S.4    Klungel, O.H.5
  • 10
    • 0033550965 scopus 로고    scopus 로고
    • Clinical progression and virological failure on highly active antiretroviral therapy in HIV-1 patients: a prospective cohort study. Swiss HIV Cohort Study
    • DOI: 10.1016/S0140-6736(99)01122-8.
    • Ledergerber B, Egger M, Opravil M, Telenti A, Hirschel B, Battegay M, Vernazza P, Sudre P, Flepp M, Furrer H, Francioli P, Weber R. Clinical progression and virological failure on highly active antiretroviral therapy in HIV-1 patients: a prospective cohort study. Swiss HIV Cohort Study. Lancet 1999; 353(9156):863-868. DOI: 10.1016/S0140-6736(99)01122-8.
    • (1999) Lancet , vol.353 , Issue.9156 , pp. 863-868
    • Ledergerber, B.1    Egger, M.2    Opravil, M.3    Telenti, A.4    Hirschel, B.5    Battegay, M.6    Vernazza, P.7    Sudre, P.8    Flepp, M.9    Furrer, H.10    Francioli, P.11    Weber, R.12
  • 11
    • 23044496716 scopus 로고    scopus 로고
    • Long-term effectiveness of potent antiretroviral therapy in preventing AIDS and death: a prospective cohort study
    • Swiss HIV Cohort Study. DOI: 10.1016/S0140-6736(05)67022-5.
    • Sterne JAC, Hernan MA, Ledergerber B, Tilling K, Weber R, Sendi P, Rickenbach M, Robins JM, Egger M. Swiss HIV Cohort Study. Long-term effectiveness of potent antiretroviral therapy in preventing AIDS and death: a prospective cohort study. Lancet 2005; 366:378-384. DOI: 10.1016/S0140-6736(05)67022-5.
    • (2005) Lancet , vol.366 , pp. 378-384
    • Sterne, J.A.C.1    Hernan, M.A.2    Ledergerber, B.3    Tilling, K.4    Weber, R.5    Sendi, P.6    Rickenbach, M.7    Robins, J.M.8    Egger, M.9
  • 12
    • 55549130704 scopus 로고    scopus 로고
    • Survival and Event History Analysis: A Process Point of View
    • Springer: New York
    • Aalen OO, Borgan Ø, Gjessing HK. Survival and Event History Analysis: A Process Point of View. Springer: New York, 2008.
    • (2008)
    • Aalen, O.O.1    Borgan Ø2    Gjessing, H.K.3
  • 13
    • 0001829596 scopus 로고
    • Analysis of survival data under the proportional hazards model
    • Breslow N. Analysis of survival data under the proportional hazards model. International Statistical Review 1975; 43:45-48.
    • (1975) International Statistical Review , vol.43 , pp. 45-48
    • Breslow, N.1
  • 14
    • 0012768876 scopus 로고    scopus 로고
    • Estimating the marginal survival function in the presence of time dependent covariates
    • DOI: 10.1016/S0167-7152(01)00113-4.
    • Satten GA, Datta S, Robins J. Estimating the marginal survival function in the presence of time dependent covariates. Statistics and Probability Letters 2001; 54:397-403. DOI: 10.1016/S0167-7152(01)00113-4.
    • (2001) Statistics and Probability Letters , vol.54 , pp. 397-403
    • Satten, G.A.1    Datta, S.2    Robins, J.3
  • 15
    • 0036969214 scopus 로고    scopus 로고
    • Estimation of integrated transition hazards and stage occupation probabilities for non-Markov systems under dependent censoring
    • DOI: 10.1111/j.0006-341X.2002.00792.x.
    • Datta S, Satten GA. Estimation of integrated transition hazards and stage occupation probabilities for non-Markov systems under dependent censoring. Biometrics 2002; 58:792-802. DOI: 10.1111/j.0006-341X.2002.00792.x.
    • (2002) Biometrics , vol.58 , pp. 792-802
    • Datta, S.1    Satten, G.A.2
  • 16
    • 34247364356 scopus 로고    scopus 로고
    • Estimating stage occupation probabilities in non-Markov models
    • DOI: 10.1007/s10985-007-9034-4.
    • Gunnes N, Borgan Ø, Aalen OO. Estimating stage occupation probabilities in non-Markov models. Lifetime Data Analysis 2007; 13:211-240. DOI: 10.1007/s10985-007-9034-4.
    • (2007) Lifetime Data Analysis , vol.13 , pp. 211-240
    • Gunnes, N.1    Borgan Ø2    Aalen, O.O.3
  • 17
    • 0001915899 scopus 로고
    • Statistical Inference from Stochastic Processes
    • In, Prabhu NU (ed.). American Mathematical Society: Providence, RI
    • Lindsay B. Composite likelihood methods. In Statistical Inference from Stochastic Processes, Prabhu NU (ed.). American Mathematical Society: Providence, RI, 1988.
    • (1988) Composite likelihood methods
    • Lindsay, B.1
  • 18
    • 24144441738 scopus 로고    scopus 로고
    • A note on composite likelihood inference and model selection
    • DOI: 10.1093/biomet/92.3.519.
    • Varin C, Vidoni P. A note on composite likelihood inference and model selection. Biometrika 2005; 92:519-528. DOI: 10.1093/biomet/92.3.519.
    • (2005) Biometrika , vol.92 , pp. 519-528
    • Varin, C.1    Vidoni, P.2
  • 19
    • 46649119286 scopus 로고    scopus 로고
    • On composite marginal likelihoods
    • DOI: 10.1007/s10182-008-0060-7.
    • Varin C. On composite marginal likelihoods. Advances in Statistical Analysis 2008; 92:1-28. DOI: 10.1007/s10182-008-0060-7.
    • (2008) Advances in Statistical Analysis , vol.92 , pp. 1-28
    • Varin, C.1
  • 20
    • 84863304598 scopus 로고    scopus 로고
    • R: a language and environment for statistical computing
    • R Development Core Team. R Foundation for Statistical Computing, Vienna, Austria, DOI: 10.1007/978-3-540-74686-7.
    • R Development Core Team. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria, 2008; DOI: 10.1007/978-3-540-74686-7.
    • (2008)
  • 21
    • 0003991665 scopus 로고
    • An Introduction to the Bootstrap
    • Monographs on Statistics and Applied Probability. Chapman & Hall: New York
    • Efron B, Tibshirani RJ. An Introduction to the Bootstrap. Monographs on Statistics and Applied Probability. Chapman & Hall: New York, 1993.
    • (1993)
    • Efron, B.1    Tibshirani, R.J.2
  • 24
    • 0026643893 scopus 로고
    • G-estimation of the effect of prophylaxis therapy for Pneumocystis carinii pneumonia on the survival of AIDS patients
    • Robins JM, Blevins D, Ritter G, Wulfsohn M. G-estimation of the effect of prophylaxis therapy for Pneumocystis carinii pneumonia on the survival of AIDS patients. Epidemiology 1992; 3:319-336.
    • (1992) Epidemiology , vol.3 , pp. 319-336
    • Robins, J.M.1    Blevins, D.2    Ritter, G.3    Wulfsohn, M.4
  • 25
    • 40949090705 scopus 로고    scopus 로고
    • G-estimation of causal effects, allowing for time-varying confounding
    • Sterne JAC, Tilling K. G-estimation of causal effects, allowing for time-varying confounding. The Stata Journal 2002; 2(2):164-182.
    • (2002) The Stata Journal , vol.2 , Issue.2 , pp. 164-182
    • Sterne, J.A.C.1    Tilling, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.