메뉴 건너뛰기




Volumn 29, Issue 1, 2010, Pages 75-85

A robust method for comparing two treatments in a confirmatory clinical trial via multivariate time-to-event methods that jointly incorporate information from longitudinal and time-to-event data

Author keywords

Composite endpoint structure; Confirmatory clinical trial; Correlated survival and longitudinal data; Nonparametric ANCOVA for logrank scores; Wei Lin Weissfeld

Indexed keywords

ADULT; AGED; ANALYSIS OF COVARIANCE; ARTICLE; CHRONIC OBSTRUCTIVE LUNG DISEASE; CIGARETTE SMOKING; CLINICAL TRIAL; COMPARATIVE STUDY; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; DEATH; DISEASE COURSE; DISEASE SEVERITY; FEMALE; FORCED EXPIRATORY VOLUME; HUMAN; LONGITUDINAL STUDY; LUNG FUNCTION TEST; MAJOR CLINICAL STUDY; MALE; METHODOLOGY; MULTIVARIATE ANALYSIS; OUTCOMES RESEARCH; PROPORTIONAL HAZARDS MODEL; RANDOMIZED CONTROLLED TRIAL; STATISTICAL ANALYSIS; SURVIVAL; TIME; TREATMENT OUTCOME;

EID: 74849140646     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.3740     Document Type: Article
Times cited : (24)

References (35)
  • 1
    • 0027564322 scopus 로고
    • Standardization of lung function testings. Official statement of the European Respiratory Society
    • Quanjer P. Standardization of lung function testings. Official statement of the European Respiratory Society. European Respiratory Journal 1993; 6:5-40.
    • (1993) European Respiratory Journal , vol.6 , pp. 5-40
    • Quanjer, P.1
  • 2
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird N, Ware J. Random-effects models for longitudinal data. Biometrics 1982; 38:963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.1    Ware, J.2
  • 4
    • 1342289473 scopus 로고    scopus 로고
    • Separate and joint modeling of longitudinal and event time data using standard computer packages
    • Guo X, Carlin BP. Separate and joint modeling of longitudinal and event time data using standard computer packages. The American Statistician 2004; 58:16-24.
    • (2004) The American Statistician , vol.58 , pp. 16-24
    • Guo, X.1    Carlin, B.P.2
  • 5
    • 0030893266 scopus 로고    scopus 로고
    • A joint model for survival and longitudinal data measured with error
    • Wulfsohn MS, Tsiatis AA. A joint model for survival and longitudinal data measured with error. Biometrics 1997; 53:330-339.
    • (1997) Biometrics , vol.53 , pp. 330-339
    • Wulfsohn, M.S.1    Tsiatis, A.A.2
  • 6
    • 0000710136 scopus 로고    scopus 로고
    • Joint modeling of longitudinal measurements and event time data
    • Henderson R, Diggle P, Dobson A. Joint modeling of longitudinal measurements and event time data. Biostatistics 2000; 1:465-480.
    • (2000) Biostatistics , vol.1 , pp. 465-480
    • Henderson, R.1    Diggle, P.2    Dobson, A.3
  • 7
    • 0001659147 scopus 로고    scopus 로고
    • A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error
    • Tsiatis AA, Davidian M. A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error. Biometrika 2001; 88:447-458.
    • (2001) Biometrika , vol.88 , pp. 447-458
    • Tsiatis, A.A.1    Davidian, M.2
  • 8
    • 0036489045 scopus 로고    scopus 로고
    • Latent class models for joint analysis of longitudinal biomarker and event process data: Application to longitudinal prostate-specific antigen readings and prostate cancer
    • Lin H, Turnbull BW, McCulloch CE, Slate EH. Latent class models for joint analysis of longitudinal biomarker and event process data: application to longitudinal prostate-specific antigen readings and prostate cancer. The American Statistician 2002; 97:53-65.
    • (2002) The American Statistician , vol.97 , pp. 53-65
    • Lin, H.1    Turnbull, B.W.2    McCulloch, C.E.3    Slate, E.H.4
  • 9
    • 24144440046 scopus 로고    scopus 로고
    • Joint modeling of accelerated failure time and longitudinal data
    • Tseng YK, Hsigh F, Wang JL. Joint modeling of accelerated failure time and longitudinal data. Biometrika 2005; 92:587-603.
    • (2005) Biometrika , vol.92 , pp. 587-603
    • Tseng, Y.K.1    Hsigh, F.2    Wang, J.L.3
  • 10
    • 34249899104 scopus 로고    scopus 로고
    • An approach to joint analysis of longitudinal measurements and competing risks failure time data
    • Elashoff RM, Li G, Li N. An approach to joint analysis of longitudinal measurements and competing risks failure time data. Statistics in Medicine 2007; 26:2813-2835.
    • (2007) Statistics in Medicine , vol.26 , pp. 2813-2835
    • Elashoff, R.M.1    Li, G.2    Li, N.3
  • 12
    • 48049105068 scopus 로고    scopus 로고
    • Joint modelling of repeated measurements and time-to-event outcomes: The fourth Armitage lecture
    • Diggle PJ, Sousa I, Chetwynd AG. Joint modelling of repeated measurements and time-to-event outcomes: the fourth Armitage lecture. Statistics in Medicine 2008; 27:2981-2998.
    • (2008) Statistics in Medicine , vol.27 , pp. 2981-2998
    • Diggle, P.J.1    Sousa, I.2    Chetwynd, A.G.3
  • 13
    • 0031022645 scopus 로고    scopus 로고
    • Model-based approaches to analyzing incomplete longitudinal and failure time data
    • Hogan JW, Laird NM. Model-based approaches to analyzing incomplete longitudinal and failure time data. Statistics in Medicine 1997; 16:259-272.
    • (1997) Statistics in Medicine , vol.16 , pp. 259-272
    • Hogan, J.W.1    Laird, N.M.2
  • 14
    • 8644246036 scopus 로고    scopus 로고
    • Joint modeling of longitudinal and time-to-event data: An overview
    • Tsiatis AA, Davidian M. Joint modeling of longitudinal and time-to-event data: an overview. Statistica Sinica 2004; 14:809-834.
    • (2004) Statistica Sinica , vol.14 , pp. 809-834
    • Tsiatis, A.A.1    Davidian, M.2
  • 15
    • 8644269772 scopus 로고    scopus 로고
    • Joint longitudinal-survival-cure models and their application to prostate cancer
    • Yu M, Law NJ, Taylor JMG, Sandler HM. Joint longitudinal-survival-cure models and their application to prostate cancer. Statistica Sinica 2004; 14:835-862.
    • (2004) Statistica Sinica , vol.14 , pp. 835-862
    • Yu, M.1    Law, N.J.2    Taylor, J.M.G.3    Sandler, H.M.4
  • 16
    • 0026481177 scopus 로고
    • Analysis of a clinical trial involving a combined mortality and adherence dependent interval censored endpoint
    • Moye LA, Davis BR, Hawkins CM. Analysis of a clinical trial involving a combined mortality and adherence dependent interval censored endpoint. Statistics in Medicine 1992; 11:1705-1717.
    • (1992) Statistics in Medicine , vol.11 , pp. 1705-1717
    • Moye, L.A.1    Davis, B.R.2    Hawkins, C.M.3
  • 17
    • 0033564460 scopus 로고    scopus 로고
    • Combining mortality and longitudinal measures in clinical trials
    • Finkelstein DM, Schoenfeld DA. Combining mortality and longitudinal measures in clinical trials. Statistics in Medicine 1999; 18:1341-1354.
    • (1999) Statistics in Medicine , vol.18 , pp. 1341-1354
    • Finkelstein, D.M.1    Schoenfeld, D.A.2
  • 19
    • 79953752268 scopus 로고
    • Regression analysis of multivariate incomplete failure time data by modeling marginal distributions
    • Wei LJ, Lin DY, Weissfeld L. Regression analysis of multivariate incomplete failure time data by modeling marginal distributions. Journal of the American Statistical Association 1989; 84:1065-1073.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 1065-1073
    • Wei, L.J.1    Lin, D.Y.2    Weissfeld, L.3
  • 20
    • 0000336141 scopus 로고
    • Asymptotically efficient rank invariant test procedures (with Discussion)
    • Peto R, Peto J. Asymptotically efficient rank invariant test procedures (with Discussion). Journal of the Royal Statistical Society, Series B 1972; 34:205-207.
    • (1972) Journal of the Royal Statistical Society, Series B , vol.34 , pp. 205-207
    • Peto, R.1    Peto, J.2
  • 22
    • 0033021025 scopus 로고    scopus 로고
    • Nonparametric analysis of covariance for hypothesis testing with logrank and Wilcoxon scores and survival-rate estimation in a randomized clinical trial
    • Tangen CM, Koch GG. Nonparametric analysis of covariance for hypothesis testing with logrank and Wilcoxon scores and survival-rate estimation in a randomized clinical trial. Journal of Biopharmaceutical Statistics 1999; 9:307-338.
    • (1999) Journal of Biopharmaceutical Statistics , vol.9 , pp. 307-338
    • Tangen, C.M.1    Koch, G.G.2
  • 23
    • 0033018287 scopus 로고    scopus 로고
    • Complementary nonparametric analysis of covariance of logistic regression in a randomized clinical trial setting
    • Tangen CM, Koch GG. Complementary nonparametric analysis of covariance of logistic regression in a randomized clinical trial setting. Journal of Biopharmaceutical Statistics 1999; 9:45-66.
    • (1999) Journal of Biopharmaceutical Statistics , vol.9 , pp. 45-66
    • Tangen, C.M.1    Koch, G.G.2
  • 25
    • 84950651862 scopus 로고
    • The efficiency of Cox's likelihood function for censored data
    • Efron B. The efficiency of Cox's likelihood function for censored data. Journal of the American Statistical Association 1977; 72:557-565.
    • (1977) Journal of the American Statistical Association , vol.72 , pp. 557-565
    • Efron, B.1
  • 26
    • 0035433121 scopus 로고    scopus 로고
    • Global strategy for the diagnosis, management, and prevention of Chronic Obstructive Pulmonary Disease: National Heart, Lung, and Blood Institute and World Health Organization global initiative for Chronic Obstructive Lung Disease (GOLD) executive summary
    • Pauwels R, Buist A, Ma P, Jenkins C, Hurd S. Global strategy for the diagnosis, management, and prevention of Chronic Obstructive Pulmonary Disease: National Heart, Lung, and Blood Institute and World Health Organization global initiative for Chronic Obstructive Lung Disease (GOLD) executive summary. Respiratory Care 2001; 46:798-825.
    • (2001) Respiratory Care , vol.46 , pp. 798-825
    • Pauwels, R.1    Buist, A.2    Ma, P.3    Jenkins, C.4    Hurd, S.5
  • 27
    • 0030723636 scopus 로고    scopus 로고
    • Clinical trials with multiple outcomes: A statistical perspective on their design, analysis, and interpretation
    • Pocock SJ. Clinical trials with multiple outcomes: a statistical perspective on their design, analysis, and interpretation. Controlled Clinical Trials 1997; 18:530-545.
    • (1997) Controlled Clinical Trials , vol.18 , pp. 530-545
    • Pocock, S.J.1
  • 28
    • 0023598472 scopus 로고
    • The analysis of multiple endpoints in clinical trials
    • Pocock SJ, Geller NL, Tsiatis AA. The analysis of multiple endpoints in clinical trials. Biometrics 1987; 43:487-498.
    • (1987) Biometrics , vol.43 , pp. 487-498
    • Pocock, S.J.1    Geller, N.L.2    Tsiatis, A.A.3
  • 29
    • 0021666221 scopus 로고
    • Procedures for comparing samples with multiple endpoints
    • OBrien PC. Procedures for comparing samples with multiple endpoints. Biometrics 1984; 40:1079-1087.
    • (1984) Biometrics , vol.40 , pp. 1079-1087
    • OBrien, P.C.1
  • 30
    • 0027255652 scopus 로고
    • On the design and analysis of randomized clinical trials with multiple endpoints
    • Tang DI, Geller NL, Pocock SJ. On the design and analysis of randomized clinical trials with multiple endpoints. Biometrics 1993; 49:23-30.
    • (1993) Biometrics , vol.49 , pp. 23-30
    • Tang, D.I.1    Geller, N.L.2    Pocock, S.J.3
  • 31
    • 0032528855 scopus 로고    scopus 로고
    • Issues for covariance analysis of dichotomous and ordered categorical data from randomized clinical trials and non-parametric strategies for addressing them
    • Koch GG, Tangen CM, Jung JW, Amara IA. Issues for covariance analysis of dichotomous and ordered categorical data from randomized clinical trials and non-parametric strategies for addressing them. Statistics in Medicine 1998; 17:1863-1892.
    • (1998) Statistics in Medicine , vol.17 , pp. 1863-1892
    • Koch, G.G.1    Tangen, C.M.2    Jung, J.W.3    Amara, I.A.4
  • 32
    • 0027974177 scopus 로고
    • Regression analysis of multivariate grouped survival data
    • Guo SW, Lin DY. Regression analysis of multivariate grouped survival data. Biometrics 1994; 50:632-639.
    • (1994) Biometrics , vol.50 , pp. 632-639
    • Guo, S.W.1    Lin, D.Y.2
  • 33
    • 0037114487 scopus 로고    scopus 로고
    • The analysis of multivariate interval-censored survival data
    • Kim MY, Xue X. The analysis of multivariate interval-censored survival data. Statistics in Medicine 2002; 21:3715-3726.
    • (2002) Statistics in Medicine , vol.21 , pp. 3715-3726
    • Kim, M.Y.1    Xue, X.2
  • 34
    • 0033862192 scopus 로고    scopus 로고
    • A proportional hazards model for multivariate interval-censored failure time data
    • Goggins WB, Finkelstein DM. A proportional hazards model for multivariate interval-censored failure time data. Biometrics 2000; 56:940-943.
    • (2000) Biometrics , vol.56 , pp. 940-943
    • Goggins, W.B.1    Finkelstein, D.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.