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Volumn 67, Issue 1, 2011, Pages 29-38

Double Inverse-Weighted Estimation of Cumulative Treatment Effects Under Nonproportional Hazards and Dependent Censoring

Author keywords

Cumulative hazard; Dependent censoring; Inverse weighting; Relative risk; Restricted mean lifetime; Survival analysis; Treatment effect

Indexed keywords

INVERSE PROBLEMS; PROBABILITY DISTRIBUTIONS; RISK ASSESSMENT; RISK PERCEPTION; SAMPLING;

EID: 79952581823     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/j.1541-0420.2010.01449.x     Document Type: Article
Times cited : (44)

References (32)
  • 1
    • 0000047140 scopus 로고
    • Nonparametric inference for a family of counting processes
    • Aalen, O. O. (1978). Nonparametric inference for a family of counting processes. The Annals of Statistics 6, 701-726.
    • (1978) The Annals of Statistics , vol.6 , pp. 701-726
    • Aalen, O.O.1
  • 3
    • 0031536712 scopus 로고    scopus 로고
    • Towards a general asymptotic theory for the Cox model with staggered entry
    • Bilias, Y., Gu, M., and Ying, Z. (1997). Towards a general asymptotic theory for the Cox model with staggered entry. The Annals of Statistics 25, 662-682.
    • (1997) The Annals of Statistics , vol.25 , pp. 662-682
    • Bilias, Y.1    Gu, M.2    Ying, Z.3
  • 4
    • 1442326306 scopus 로고    scopus 로고
    • Sensitivity analysis for unmeasured confounding assuming a marginal structural model for repeated measures
    • Brumback, B. A., Hernán, M. A., Haneuse, S. J. P. A., and Robins, J. M. (2004). Sensitivity analysis for unmeasured confounding assuming a marginal structural model for repeated measures. Statistics in Medicine 23, 749-767.
    • (2004) Statistics in Medicine , vol.23 , pp. 749-767
    • Brumback, B.A.1    Hernán, M.A.2    Haneuse, S.J.P.A.3    Robins, J.M.4
  • 5
    • 0035179219 scopus 로고    scopus 로고
    • Causal inference on the difference of the restricted mean lifetime between two groups
    • Chen, P. and Tsiatis, A. A. (2001). Causal inference on the difference of the restricted mean lifetime between two groups. Biometrics 57, 1030-1038.
    • (2001) Biometrics , vol.57 , pp. 1030-1038
    • Chen, P.1    Tsiatis, A.A.2
  • 6
    • 77951171579 scopus 로고    scopus 로고
    • Sensitivity analysis of unmeasured confounding for the causal risk ratio by applying marginal structural models
    • Chiba, Y. (2010). Sensitivity analysis of unmeasured confounding for the causal risk ratio by applying marginal structural models. Communications in Statistics-Theory and Methods 39, 65-76.
    • (2010) Communications in Statistics-Theory and Methods , vol.39 , pp. 65-76
    • Chiba, Y.1
  • 8
    • 0016794660 scopus 로고
    • Partial likelihood
    • Cox, D. R. (1975). Partial likelihood. Biometrika 62, 269-276.
    • (1975) Biometrika , vol.62 , pp. 269-276
    • Cox, D.R.1
  • 9
    • 20144383829 scopus 로고    scopus 로고
    • Multiple bias modelling for analysis of observational data (with discussion)
    • Greenland, S. (2005). Multiple bias modelling for analysis of observational data (with discussion). Journal of the Royal Statistical Society, Series A 168, 267-306.
    • (2005) Journal of the Royal Statistical Society, Series A , vol.168 , pp. 267-306
    • Greenland, S.1
  • 10
    • 0033839024 scopus 로고    scopus 로고
    • Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men
    • Hernan, M. A., Brumback, B., and Robins, J. M. (2000). Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. Epidemiology 11, 561-570.
    • (2000) Epidemiology , vol.11 , pp. 561-570
    • Hernan, M.A.1    Brumback, B.2    Robins, J.M.3
  • 11
    • 1542784246 scopus 로고    scopus 로고
    • Marginal structural models to estimate the joint causal effect of nonrandomized treatments
    • Hernan, M. A., Brumback, B., and Robins, J. M. (2001). Marginal structural models to estimate the joint causal effect of nonrandomized treatments. Journal of the American Statistical Association 96, 440-448.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 440-448
    • Hernan, M.A.1    Brumback, B.2    Robins, J.M.3
  • 15
    • 63449107669 scopus 로고    scopus 로고
    • Sensitivity analysis for unmeasured confounding in a marginal structural Cox proportional hazards model
    • Klungsøyr, O., Sexton, J., Sandanger, I., and Nyård, J. F. (2009). Sensitivity analysis for unmeasured confounding in a marginal structural Cox proportional hazards model. Lifetime Data Analysis 15, 278-294.
    • (2009) Lifetime Data Analysis , vol.15 , pp. 278-294
    • Klungsøyr, O.1    Sexton, J.2    Sandanger, I.3    Nyård, J.F.4
  • 16
    • 0031661402 scopus 로고    scopus 로고
    • Assessing the sensitivity of regression results to unmeasured confounders in observational studies
    • Lin, D. Y., Psaty, B. M., and Kronmal, R. A. (1998). Assessing the sensitivity of regression results to unmeasured confounders in observational studies. Biometrics 54, 948-963.
    • (1998) Biometrics , vol.54 , pp. 948-963
    • Lin, D.Y.1    Psaty, B.M.2    Kronmal, R.A.3
  • 17
    • 52649155146 scopus 로고    scopus 로고
    • Estimation of the marginal survival time in the presence of dependent competing risks using inverse probability of censoring weighted (IPCW) methods
    • Matsuyama, Y. and Yamaguchi, T. (2008). Estimation of the marginal survival time in the presence of dependent competing risks using inverse probability of censoring weighted (IPCW) methods. Pharmaceutical Statistics 7, 202-214.
    • (2008) Pharmaceutical Statistics , vol.7 , pp. 202-214
    • Matsuyama, Y.1    Yamaguchi, T.2
  • 18
    • 34248379740 scopus 로고    scopus 로고
    • Bayesian sensitivity analysis for unmeasured confounding in observational studies
    • McCandless, L. C., Gustafson, P., and Levy, A. (2007). Bayesian sensitivity analysis for unmeasured confounding in observational studies. Statistics in Medicine 26, 2331-2347.
    • (2007) Statistics in Medicine , vol.26 , pp. 2331-2347
    • McCandless, L.C.1    Gustafson, P.2    Levy, A.3
  • 19
    • 84952143251 scopus 로고
    • Theory and applications of hazard plotting for censored failure data
    • Nelson, W. B. (1972). Theory and applications of hazard plotting for censored failure data. Technometrics 14, 945-965.
    • (1972) Technometrics , vol.14 , pp. 945-965
    • Nelson, W.B.1
  • 21
    • 46149139403 scopus 로고
    • A new approach to causal inference in mortality studies with sustained exposure periods-Application to control of the healthy worker survivor effect
    • Robins, J. M. (1986). A new approach to causal inference in mortality studies with sustained exposure periods-Application to control of the healthy worker survivor effect. Mathematical Modelling 7, 1393-1512.
    • (1986) Mathematical Modelling , vol.7 , pp. 1393-1512
    • Robins, J.M.1
  • 22
    • 0023592958 scopus 로고
    • Addendum to "A new approach to causal inference in mortality studies with sustained exposure periods-Application to control of the healthy worker survivor effect
    • Robins, J. M. (1987). Addendum to "A new approach to causal inference in mortality studies with sustained exposure periods-Application to control of the healthy worker survivor effect. Computers and Mathematics with Applications 14, 923-935.
    • (1987) Computers and Mathematics with Applications , vol.14 , pp. 923-935
    • Robins, J.M.1
  • 23
    • 0002903432 scopus 로고
    • Information recovery and bias adjustment in proportional hazards regression analysis of randomized trials using surrogate markers
    • Robins, J. M. (1993). Information recovery and bias adjustment in proportional hazards regression analysis of randomized trials using surrogate markers. Proceedings of the Biopharmaceutical Section, American Statistical Association, 24-33.
    • (1993) Proceedings of the Biopharmaceutical Section, American Statistical Association , pp. 24-33
    • Robins, J.M.1
  • 24
    • 0033864536 scopus 로고    scopus 로고
    • Correcting for noncompliance and dependent censoring in an AIDS clinical trial with inverse probability of censoring weighted (IPCW) log-rank tests
    • Robins, J. M. and Finkelstein, D. (2000). Correcting for noncompliance and dependent censoring in an AIDS clinical trial with inverse probability of censoring weighted (IPCW) log-rank tests. Biometrics 56, 779-788.
    • (2000) Biometrics , vol.56 , pp. 779-788
    • Robins, J.M.1    Finkelstein, D.2
  • 25
    • 0001425735 scopus 로고
    • Recovery of information and adjustment for dependent censoring using surrogate markers
    • and In, N.Jewell, K. Dietz, and V. Farewell (eds), Boston Birkhauser.
    • Robins, J. M. and Rotnitzky, A. (1992). Recovery of information and adjustment for dependent censoring using surrogate markers. In AIDS Epidemiology-Methodological Issues, N.Jewell, K. Dietz, and V. Farewell (eds), 297-331. Boston Birkhauser.
    • (1992) AIDS Epidemiology-Methodological Issues , pp. 297-331
    • Robins, J.M.1    Rotnitzky, A.2
  • 27
    • 0002121637 scopus 로고    scopus 로고
    • Sensitivity analysis for selection bias and unmeasured confounding in missing data and causal inference models
    • and In, M. E. Halloran and D. Berry (eds), New York Springer.
    • Robins, J. M., Rotnitzky, A., and Scharfstein, D. O. (1999). Sensitivity analysis for selection bias and unmeasured confounding in missing data and causal inference models. In Statistical Models in Epidemiology, M. E. Halloran and D. Berry (eds), 1-92. New York Springer.
    • (1999) Statistical Models in Epidemiology , pp. 1-92
    • Robins, J.M.1    Rotnitzky, A.2    Scharfstein, D.O.3
  • 28
    • 0033847784 scopus 로고    scopus 로고
    • Marginal structural models and causal inference in epidemiology
    • Robins, J. M., Hernan, M.A., and Brumback, B. (2000). Marginal structural models and causal inference in epidemiology. Epidemiology 11, 550-560.
    • (2000) Epidemiology , vol.11 , pp. 550-560
    • Robins, J.M.1    Hernan, M.A.2    Brumback, B.3
  • 29
    • 49749084682 scopus 로고    scopus 로고
    • Estimating cumulative treatment effects in the presence of non-proportional hazards
    • Wei, G. and Schaubel, D. E. (2008). Estimating cumulative treatment effects in the presence of non-proportional hazards. Biometrics 64, 724-732.
    • (2008) Biometrics , vol.64 , pp. 724-732
    • Wei, G.1    Schaubel, D.E.2
  • 30
    • 27144479267 scopus 로고    scopus 로고
    • Adjusted Kaplan-Meier estimator and log-rank test with inverse probability of treatment weighting for survival data
    • Xie, J. and Liu, C. (2005). Adjusted Kaplan-Meier estimator and log-rank test with inverse probability of treatment weighting for survival data. Statistics in Medicine 24, 3089-3110.
    • (2005) Statistics in Medicine , vol.24 , pp. 3089-3110
    • Xie, J.1    Liu, C.2
  • 31
    • 35348922366 scopus 로고    scopus 로고
    • Estimation of treatment effect adjusting for dependent censoring using the IPCW method: An application to a large primary prevention study for coronary events (MEGA study)
    • Yoshida, M., Matsuyama, Y., and Ohashi, Y. (2007). Estimation of treatment effect adjusting for dependent censoring using the IPCW method: An application to a large primary prevention study for coronary events (MEGA study). Clinical Trials 4, 318-328.
    • (2007) Clinical Trials , vol.4 , pp. 318-328
    • Yoshida, M.1    Matsuyama, Y.2    Ohashi, Y.3
  • 32
    • 0032381820 scopus 로고    scopus 로고
    • Restricted mean life with covariates: Modification and extension of a useful survival analysis method
    • Zucker, D. M. (1998). Restricted mean life with covariates: Modification and extension of a useful survival analysis method. Journal of the American Statistical Association 93, 702-709.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 702-709
    • Zucker, D.M.1


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