메뉴 건너뛰기




Volumn 26, Issue 5, 2017, Pages 2287-2318

Uncertainty in the Bayesian meta-Analysis of normally distributed surrogate endpoints

Author keywords

Bayesian statistics; bivariate meta Analysis; Meta Analysis; meta regression; surrogate endpoints

Indexed keywords

ACCURACY; ARTICLE; BAYES THEOREM; BIVARIATE ANALYSIS; CANCER SURVIVAL; DISABILITY; DISEASE FREE SURVIVAL; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; MULTIPLE SCLEROSIS; NORMAL DISTRIBUTION; OVERALL SURVIVAL; PREDICTION; RELAPSE; SENSITIVITY ANALYSIS; STOMACH CANCER; UNCERTAINTY; VALIDATION STUDY; BIOASSAY; HUMAN; META ANALYSIS (TOPIC); PROCEDURES; RECURRENT DISEASE; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; TREATMENT OUTCOME;

EID: 85031686314     PISSN: 09622802     EISSN: 14770334     Source Type: Journal    
DOI: 10.1177/0962280215597260     Document Type: Article
Times cited : (24)

References (41)
  • 2
    • 0024520844 scopus 로고
    • Surrogate endpoints in clinical trials: Definition and operational criteria
    • Prentice RL,. Surrogate endpoints in clinical trials: definition and operational criteria. Stat Med 1989; 8: 431-440.
    • (1989) Stat Med , vol.8 , pp. 431-440
    • Prentice, R.L.1
  • 3
    • 0026573094 scopus 로고
    • Statistical validation of intermediate endpoints for chronic diseases
    • Freedman LS, Graubard BI, Schatzkin A,. Statistical validation of intermediate endpoints for chronic diseases. Stat Med 1992; 11: 167-178.
    • (1992) Stat Med , vol.11 , pp. 167-178
    • Freedman, L.S.1    Graubard, B.I.2    Schatzkin, A.3
  • 4
    • 0031708453 scopus 로고    scopus 로고
    • Criteria for the validation of surrogate endpoints in randomized experiments
    • Buyse M, Molenberghs G,. Criteria for the validation of surrogate endpoints in randomized experiments. Biometrics 1998; 54: 1014-1029.
    • (1998) Biometrics , vol.54 , pp. 1014-1029
    • Buyse, M.1    Molenberghs, G.2
  • 5
    • 0001863948 scopus 로고    scopus 로고
    • The validation of surrogate endpoints in meta-Analyses of randomized experiments
    • Buyse M, Molenberghs G, Burzykowski T, et al. The validation of surrogate endpoints in meta-Analyses of randomized experiments. Biostatistics 2000; 1: 49-67.
    • (2000) Biostatistics , vol.1 , pp. 49-67
    • Buyse, M.1    Molenberghs, G.2    Burzykowski, T.3
  • 6
    • 0030777744 scopus 로고    scopus 로고
    • Meta-Analysis for the evaluation of potential surrogate markers
    • Daniels MJ, Hughes MD,. Meta-Analysis for the evaluation of potential surrogate markers. Stat Med 1997; 16: 1965-1982.
    • (1997) Stat Med , vol.16 , pp. 1965-1982
    • Daniels, M.J.1    Hughes, M.D.2
  • 7
    • 36849078044 scopus 로고    scopus 로고
    • Progression-free survival is a surrogate for survival in advanced colorectal cancer
    • Buyse M, Burzykowski T, Carroll K, et al. Progression-free survival is a surrogate for survival in advanced colorectal cancer. J Clin Oncol 2007; 25: 5218-5224.
    • (2007) J Clin Oncol , vol.25 , pp. 5218-5224
    • Buyse, M.1    Burzykowski, T.2    Carroll, K.3
  • 8
    • 77955137180 scopus 로고    scopus 로고
    • Surrogate endpoints for EDSS worsening in multiple sclerosis: A meta-Analytic approach
    • Sormani MP, Bonzano L, Roccatagliata L, et al. Surrogate endpoints for EDSS worsening in multiple sclerosis: a meta-Analytic approach. Neurology 2010; 75: 302-309.
    • (2010) Neurology , vol.75 , pp. 302-309
    • Sormani, M.P.1    Bonzano, L.2    Roccatagliata, L.3
  • 9
    • 42949145995 scopus 로고    scopus 로고
    • Evaluation of tumor response, disease control, progression-free survival, and time to progression as potential surrogate end points in metastatic breast cancer
    • Burzykowski T, Buyse M, Piccart-Gebhart MJ, et al. Evaluation of tumor response, disease control, progression-free survival, and time to progression as potential surrogate end points in metastatic breast cancer. J Clin Oncol 2008; 26: 1987-1992.
    • (2008) J Clin Oncol , vol.26 , pp. 1987-1992
    • Burzykowski, T.1    Buyse, M.2    Piccart-Gebhart, M.J.3
  • 10
    • 84890468324 scopus 로고    scopus 로고
    • Disease-free survival as a surrogate for overall survival in adjuvant trials of gastric cancer: A meta-Analysis
    • Oba K, Paoletti X, Alberts S, et al. Disease-free survival as a surrogate for overall survival in adjuvant trials of gastric cancer: a meta-Analysis. J Natl Cancer Inst 2013; 105: 1600-1607.
    • (2013) J Natl Cancer Inst , vol.105 , pp. 1600-1607
    • Oba, K.1    Paoletti, X.2    Alberts, S.3
  • 11
    • 84863984607 scopus 로고    scopus 로고
    • Validation of 6-minute walk distance as a surrogate end point in pulmonary arterial hypertension trials
    • Gabler NB, French B, Strom BL, et al. Validation of 6-minute walk distance as a surrogate end point in pulmonary arterial hypertension trials. Circulation 2012; 126: 349-356.
    • (2012) Circulation , vol.126 , pp. 349-356
    • Gabler, N.B.1    French, B.2    Strom, B.L.3
  • 12
    • 0037186429 scopus 로고    scopus 로고
    • Advanced methods in meta-Analysis: Multivariate approach and meta-regression
    • van Houwelingen HC, Arends LR, Stijnen T,. Advanced methods in meta-Analysis: multivariate approach and meta-regression. Stat Med 2002; 21: 589-624.
    • (2002) Stat Med , vol.21 , pp. 589-624
    • Van Houwelingen, H.C.1    Arends, L.R.2    Stijnen, T.3
  • 13
    • 33846216340 scopus 로고    scopus 로고
    • An evaluation of bivariate random-effects meta-Analysis for the joint synthesis of two correlated outcomes
    • Riley RD, Abrams KR, Lambert PC, et al. An evaluation of bivariate random-effects meta-Analysis for the joint synthesis of two correlated outcomes. Stat Med 2007; 26: 78-97.
    • (2007) Stat Med , vol.26 , pp. 78-97
    • Riley, R.D.1    Abrams, K.R.2    Lambert, P.C.3
  • 14
    • 84884204253 scopus 로고    scopus 로고
    • Multivariate meta-Analysis of mixed outcomes: A Bayesian approach
    • Bujkiewicz S, Thompson JR, Sutton AJ, et al. Multivariate meta-Analysis of mixed outcomes: a Bayesian approach. Stat Med 2013; 32: 3926-3943.
    • (2013) Stat Med , vol.32 , pp. 3926-3943
    • Bujkiewicz, S.1    Thompson, J.R.2    Sutton, A.J.3
  • 15
    • 0006407254 scopus 로고    scopus 로고
    • WinBUGS-A Bayesian modelling framework: Concepts, structure, and extensibility
    • Lunn D, Thomas A, Best N, et al. WinBUGS-A Bayesian modelling framework: concepts, structure, and extensibility. Stat Comput 2000; 10: 325-337.
    • (2000) Stat Comput , vol.10 , pp. 325-337
    • Lunn, D.1    Thomas, A.2    Best, N.3
  • 17
    • 0032583159 scopus 로고    scopus 로고
    • Meta-Analysis of multiple outcomes by regression with random effects
    • Berkey CS, Hoaglin DC, Antczak-Bouckoms A, et al. Meta-Analysis of multiple outcomes by regression with random effects. Stat Med 1998; 17: 2537-2550.
    • (1998) Stat Med , vol.17 , pp. 2537-2550
    • Berkey, C.S.1    Hoaglin, D.C.2    Antczak-Bouckoms, A.3
  • 18
    • 0034927232 scopus 로고    scopus 로고
    • Bayesian methods in meta-Analysis and evidence synthesis
    • Sutton AJ, Abrams KR,. Bayesian methods in meta-Analysis and evidence synthesis. Stat Methods Med Res 2001; 10: 277-303.
    • (2001) Stat Methods Med Res , vol.10 , pp. 277-303
    • Sutton, A.J.1    Abrams, K.R.2
  • 21
    • 0038077258 scopus 로고    scopus 로고
    • Combining multiple outcome measures in a meta-Analysis: An application
    • Arends LR, Vokó Z, Stijnen T,. Combining multiple outcome measures in a meta-Analysis: an application. Stat Med 2003; 22: 1335-1353.
    • (2003) Stat Med , vol.22 , pp. 1335-1353
    • Arends, L.R.1    Vokó, Z.2    Stijnen, T.3
  • 23
    • 0041173474 scopus 로고    scopus 로고
    • Bayesian graphical modelling: A case-study in monitoring health outcomes
    • Spiegelhalter DJ,. Bayesian graphical modelling: a case-study in monitoring health outcomes. Appl Stat J R Stat Soc Ser C 1998; 47: 115-133.
    • (1998) Appl Stat J R Stat Soc ser C , vol.47 , pp. 115-133
    • Spiegelhalter, D.J.1
  • 24
    • 23244434820 scopus 로고    scopus 로고
    • How vague is vague? A simulation study of the impact of the use of vague prior distributions in MCMC using WinBUGS
    • Lambert PC, Sutton AJ, Burton PR, et al. How vague is vague? A simulation study of the impact of the use of vague prior distributions in MCMC using WinBUGS. Stat Med 2005; 24: 2401-2428.
    • (2005) Stat Med , vol.24 , pp. 2401-2428
    • Lambert, P.C.1    Sutton, A.J.2    Burton, P.R.3
  • 26
    • 38949124690 scopus 로고    scopus 로고
    • Flexible parametric models for random-effects distributions
    • Lee KJ, Thompson SG,. Flexible parametric models for random-effects distributions. Stat Med 2007; 27: 418-434.
    • (2007) Stat Med , vol.27 , pp. 418-434
    • Lee, K.J.1    Thompson, S.G.2
  • 28
    • 0029612242 scopus 로고
    • Bayesian approaches to random effects meta-Analysis: A comparative study
    • Smith TC, Spiegelhalter DJ, Thomas A,. Bayesian approaches to random effects meta-Analysis: a comparative study. Stat Med 1995; 14: 2685-2699.
    • (1995) Stat Med , vol.14 , pp. 2685-2699
    • Smith, T.C.1    Spiegelhalter, D.J.2    Thomas, A.3
  • 29
    • 0002570670 scopus 로고    scopus 로고
    • Meta-Analysis regression
    • Sharp S,. Meta-Analysis regression. Stata Tech Bull 1998; 42: 16-22.
    • (1998) Stata Tech Bull , vol.42 , pp. 16-22
    • Sharp, S.1
  • 30
    • 68149160854 scopus 로고    scopus 로고
    • Multivariate random-effects meta-Analysis
    • White IR,. Multivariate random-effects meta-Analysis. Stata J 2009; 9: 40-56.
    • (2009) Stata J , vol.9 , pp. 40-56
    • White, I.R.1
  • 31
    • 84892585516 scopus 로고    scopus 로고
    • Use of Bayesian multivariate meta-Analysis to estimate HAQ for mapping onto EQ-5D in rheumatoid arthritis
    • Bujkiewicz S, Thompson JR, Sutton AJ, et al. Use of Bayesian multivariate meta-Analysis to estimate HAQ for mapping onto EQ-5D in rheumatoid arthritis. Value Health 2014; 17: 109-115.
    • (2014) Value Health , vol.17 , pp. 109-115
    • Bujkiewicz, S.1    Thompson, J.R.2    Sutton, A.J.3
  • 32
    • 78649672029 scopus 로고    scopus 로고
    • Özdemir Random effects meta-Analysis of event outcome in the framework of the generalized linear mixed model with applications in sparse data
    • Stijnen T, Hamza TH and Özdemir P. Random effects meta-Analysis of event outcome in the framework of the generalized linear mixed model with applications in sparse data. Stat Med 2008; 29: 3046-3067.
    • (2008) Stat Med , vol.29 , pp. 3046-3067
    • Stijnen, T.1    Hamza, T.H.2
  • 33
    • 0032908940 scopus 로고    scopus 로고
    • Flexible parametric measurement error models
    • Carrol RJ, Roeder K, Wasserman L,. Flexible parametric measurement error models. Biometrics 1999; 55: 44-54.
    • (1999) Biometrics , vol.55 , pp. 44-54
    • Carrol, R.J.1    Roeder, K.2    Wasserman, L.3
  • 34
    • 0024320684 scopus 로고
    • Empirical Bayes confidence intervals for a series of related experiments
    • Laird N, Louis TA,. Empirical Bayes confidence intervals for a series of related experiments. Biometrics 1989; 45: 481-495.
    • (1989) Biometrics , vol.45 , pp. 481-495
    • Laird, N.1    Louis, T.A.2
  • 35
    • 16244415517 scopus 로고    scopus 로고
    • Meta-Analysis: A unifying meta-likelihood approach framing unobserved heterogeneity, study covariates, publication bias, and study quality
    • Bhning D,. Meta-Analysis: a unifying meta-likelihood approach framing unobserved heterogeneity, study covariates, publication bias, and study quality. Meth Inform Med 2005; 44: 127-135.
    • (2005) Meth Inform Med , vol.44 , pp. 127-135
    • Bhning, D.1
  • 37
    • 84982052948 scopus 로고
    • Empirical Bayes methods in clinical trials meta-Analysis
    • Stijnen T, Van Houwelingen JC,. Empirical Bayes methods in clinical trials meta-Analysis. Biometr J 1990; 32: 335-346.
    • (1990) Biometr J , vol.32 , pp. 335-346
    • Stijnen, T.1    Van Houwelingen, J.C.2
  • 38
    • 0037687696 scopus 로고    scopus 로고
    • A meta-Analysis of studies on the association of the platelet PlA polymorphism of glycoprotein IIIa and risk of coronary heart disease
    • Burr D, Doss H, Cooke GE, et al. A meta-Analysis of studies on the association of the platelet PlA polymorphism of glycoprotein IIIa and risk of coronary heart disease. Stat Med 2003; 22: 1741-1760.
    • (2003) Stat Med , vol.22 , pp. 1741-1760
    • Burr, D.1    Doss, H.2    Cooke, G.E.3
  • 39
    • 14944369641 scopus 로고    scopus 로고
    • A Bayesian semiparametric model for random-effects meta-Analysis
    • Burr D, Doss H,. A Bayesian semiparametric model for random-effects meta-Analysis. J Am Statist Ass 2005; 100: 242-251.
    • (2005) J Am Statist Ass , vol.100 , pp. 242-251
    • Burr, D.1    Doss, H.2
  • 40
    • 34047215010 scopus 로고    scopus 로고
    • Flexible random-effects models using Bayesian semi-parametric models: Applications to institutional comparisons
    • Ohlssen DI, Sharples LD, Spiegelhalter DJ,. Flexible random-effects models using Bayesian semi-parametric models: applications to institutional comparisons. Stat Med 2007; 26: 2088-2112.
    • (2007) Stat Med , vol.26 , pp. 2088-2112
    • Ohlssen, D.I.1    Sharples, L.D.2    Spiegelhalter, D.J.3
  • 41
    • 84938684946 scopus 로고    scopus 로고
    • Multivariate meta-Analysis using individual participant data
    • Riley RD, Price MJ, Jackson D, et al. Multivariate meta-Analysis using individual participant data. Res Synth Methods 2015; 6: 157-174.
    • (2015) Res Synth Methods , vol.6 , pp. 157-174
    • Riley, R.D.1    Price, M.J.2    Jackson, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.