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Volumn 32, Issue 22, 2013, Pages 3926-3943

Multivariate meta-analysis of mixed outcomes: A Bayesian approach

Author keywords

Bayesian analysis; Multiple outcomes; Multivariate meta analysis; Rheumatoid arthritis

Indexed keywords

ADALIMUMAB; DISEASE MODIFYING ANTIRHEUMATIC DRUG; ETANERCEPT; INFLIXIMAB; TUMOR NECROSIS FACTOR ALPHA INHIBITOR;

EID: 84884204253     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.5831     Document Type: Article
Times cited : (53)

References (33)
  • 1
    • 0032583159 scopus 로고    scopus 로고
    • Meta-analysis of multiple outcomes by regression with random effects
    • DOI: 10.1002/(SICI)1097-0258(19981130)17:22<2537::AID-SIM953>3.0.CO;2-C.
    • Berkey CS, Hoaglin DC, Antczak-Bouckoms A, Mosteller F, Colditz GA. Meta-analysis of multiple outcomes by regression with random effects. Statistics in Medicine 1998; 17:2537-2550. DOI: 10.1002/(SICI)1097-0258(19981130)17:22<2537::AID-SIM953>3.0.CO;2-C.
    • (1998) Statistics in Medicine , vol.17 , pp. 2537-2550
    • Berkey, C.S.1    Hoaglin, D.C.2    Antczak-Bouckoms, A.3    Mosteller, F.4    Colditz, G.A.5
  • 2
    • 0030777744 scopus 로고    scopus 로고
    • Meta-analysis for the evaluation of potential surrogate markers
    • DOI: 10.1002/(SICI)1097-0258(19970915)16:17<1965::AID-SIM630>3.0.CO;2-M.
    • Daniels MJ, Hughes MD. Meta-analysis for the evaluation of potential surrogate markers. Statistics in Medicine 1997; 16:1965-1982. DOI: 10.1002/(SICI)1097-0258(19970915)16:17<1965::AID-SIM630>3.0.CO;2-M.
    • (1997) Statistics in Medicine , vol.16 , pp. 1965-1982
    • Daniels, M.J.1    Hughes, M.D.2
  • 3
    • 34147095920 scopus 로고    scopus 로고
    • A unification of models for meta-analysis of diagnostic accuracy studies
    • DOI: 10.1093/biostatistics/kxl004.
    • Harbord RM, Deeks JJ, Egger ME, Whiting P, Sterne JAC. A unification of models for meta-analysis of diagnostic accuracy studies. Biostatistics 2007; 8:239-251. DOI: 10.1093/biostatistics/kxl004.
    • (2007) Biostatistics , vol.8 , pp. 239-251
    • Harbord, R.M.1    Deeks, J.J.2    Egger, M.E.3    Whiting, P.4    Sterne, J.A.C.5
  • 5
    • 80051781370 scopus 로고    scopus 로고
    • Multivariate meta-analysis: potential and promise
    • DOI: 10.1002/sim.4172.
    • Jackson D, Riley R, White IR. Multivariate meta-analysis: potential and promise. Statistics in Medicine 2012; 30:2481-2498. DOI: 10.1002/sim.4172.
    • (2012) Statistics in Medicine , vol.30 , pp. 2481-2498
    • Jackson, D.1    Riley, R.2    White, I.R.3
  • 7
    • 0344897785 scopus 로고    scopus 로고
    • Bayesian approaches to multiple sources of evidence and uncertainty in complex cost-effectiveness modelling
    • DOI: 10.1002/sim.1586.
    • Spiegelhalter DJ, Best NG. Bayesian approaches to multiple sources of evidence and uncertainty in complex cost-effectiveness modelling. Statistics in Medicine 2003; 22:3687-3709. DOI: 10.1002/sim.1586.
    • (2003) Statistics in Medicine , vol.22 , pp. 3687-3709
    • Spiegelhalter, D.J.1    Best, N.G.2
  • 8
    • 0034672540 scopus 로고    scopus 로고
    • Evidence-based medicine as Bayesian decision-making
    • DOI: 10.1002/1097-0258(20001215)19:23<3291::AID-SIM627>3.0.CO;2-T.
    • Ashby D, Smith AFM. Evidence-based medicine as Bayesian decision-making. Statistics in Medicine 2000; 19:3291-3305. DOI: 10.1002/1097-0258(20001215)19:23<3291::AID-SIM627>3.0.CO;2-T.
    • (2000) Statistics in Medicine , vol.19 , pp. 3291-3305
    • Ashby, D.1    Smith, A.F.M.2
  • 9
    • 37249067617 scopus 로고    scopus 로고
    • An alternative model for bivariate random-effects meta-analysis when within-study correlations are unknown
    • DOI: 10.1093/biostatistics/kxm023.
    • Riley RD, Thompson JR, Abrams KR. An alternative model for bivariate random-effects meta-analysis when within-study correlations are unknown. Biostatistics 2008; 9:172-186. DOI: 10.1093/biostatistics/kxm023.
    • (2008) Biostatistics , vol.9 , pp. 172-186
    • Riley, R.D.1    Thompson, J.R.2    Abrams, K.R.3
  • 10
    • 84874964872 scopus 로고    scopus 로고
    • Estimating within-study covariances in multivariate meta-analysis with multiple outcomes
    • DOI: 10.1002/sim.5679.
    • Wei Y, Higgins JPT. Estimating within-study covariances in multivariate meta-analysis with multiple outcomes. Statistics in Medicine 2013; 32:1191-1205. DOI: 10.1002/sim.5679.
    • (2013) Statistics in Medicine , vol.32 , pp. 1191-1205
    • Wei, Y.1    Higgins, J.P.T.2
  • 12
    • 21844466219 scopus 로고    scopus 로고
    • Meta-analysis of genetic studies using Mendelian randomization - a miltivariate approach
    • DOI: 10.1002/sim.2100.
    • Thompson JR, Minelli C, Abrams KR, Tobin MD, Riley RD. Meta-analysis of genetic studies using Mendelian randomization - a miltivariate approach. Statistics in Medicine 2005; 24:2241-2254. DOI: 10.1002/sim.2100.
    • (2005) Statistics in Medicine , vol.24 , pp. 2241-2254
    • Thompson, J.R.1    Minelli, C.2    Abrams, K.R.3    Tobin, M.D.4    Riley, R.D.5
  • 13
    • 70349508931 scopus 로고    scopus 로고
    • Multivariate meta-analysis: the effect of ignoring within-study correlation
    • DOI: 10.1111/j.1467-985X.2008.00593.x.
    • Riley RD. Multivariate meta-analysis: the effect of ignoring within-study correlation. Journal of the Royal Statistical Society: Series A 2009; 172:789-811. DOI: 10.1111/j.1467-985X.2008.00593.x.
    • (2009) Journal of the Royal Statistical Society: Series A , vol.172 , pp. 789-811
    • Riley, R.D.1
  • 14
    • 0038077258 scopus 로고    scopus 로고
    • You have full text access to this content combining multiple outcome measures in a meta-analysis: an application
    • DOI: 10.1002/sim.1370.
    • Arends LR, Vokó Z, Stijnen T. You have full text access to this content combining multiple outcome measures in a meta-analysis: an application. Statistics in Medicine 2003; 22:1335U-1353. DOI: 10.1002/sim.1370.
    • (2003) Statistics in Medicine , vol.22
    • Arends, L.R.1    Vokó, Z.2    Stijnen, T.3
  • 15
    • 0000424410 scopus 로고
    • Prepivoting to reduce level error in confidence sets
    • DOI: 10.1093/biomet/74.3.457.
    • Beran R. Prepivoting to reduce level error in confidence sets. Biometrika 1987; 74:457-68. DOI: 10.1093/biomet/74.3.457.
    • (1987) Biometrika , vol.74 , pp. 457-468
    • Beran, R.1
  • 16
    • 42449091905 scopus 로고    scopus 로고
    • Economic evaluations in rheumatoid arthritis. A critical review of measures used to define health states
    • Bansback N, Ara R, Karnon J, Anis A. Economic evaluations in rheumatoid arthritis. A critical review of measures used to define health states. Pharmacoeconomics 2008; 26:395-408.
    • (2008) Pharmacoeconomics , vol.26 , pp. 395-408
    • Bansback, N.1    Ara, R.2    Karnon, J.3    Anis, A.4
  • 17
    • 78549233711 scopus 로고    scopus 로고
    • The effectiveness of anti-TNF-alpha therapies when used sequentially in rheumatoid arthritis patients: a systematic review and meta-analysis
    • DOI: 10.1093/rheumatology/keq169.
    • Lloyd S, Bujkiewicz S, Wailoo AJ, Sutton AJ, Scott D. The effectiveness of anti-TNF-alpha therapies when used sequentially in rheumatoid arthritis patients: a systematic review and meta-analysis. Rheumatology 2010; 49:2313-2321. DOI: 10.1093/rheumatology/keq169.
    • (2010) Rheumatology , vol.49 , pp. 2313-2321
    • Lloyd, S.1    Bujkiewicz, S.2    Wailoo, A.J.3    Sutton, A.J.4    Scott, D.5
  • 18
    • 84884207117 scopus 로고    scopus 로고
    • WinBUGS User Manual (Version 1.4), Available from: [Accessed on August 16, 2012]
    • Spiegelhalter D, Thomas A, Best N, Lunn D. WinBUGS User Manual (Version 1.4), 2003. Available from: http://www.mrc-bsu.cam.ac.uk/bugs/winbugs/manual14.pdf [Accessed on August 16, 2012].
    • (2003)
    • Spiegelhalter, D.1    Thomas, A.2    Best, N.3    Lunn, D.4
  • 19
    • 33646167706 scopus 로고    scopus 로고
    • Patients with stable long-standing rheumatoid arthritis continue to deteriorate despite intensified treatment with traditional disease modifying anti-rheumatic drugs-results of the British Rheumatoid Outcome Study Group randomized controlled clinical trial
    • DOI: 10.1093/rheumatology/kei169.
    • Symmons DPM, Tricker K, Harrison MJ, Roberts C, Davis M, Dawes P, Hassell A, Knight S, Mulherin D, Scott D. Patients with stable long-standing rheumatoid arthritis continue to deteriorate despite intensified treatment with traditional disease modifying anti-rheumatic drugs-results of the British Rheumatoid Outcome Study Group randomized controlled clinical trial. Rheumatology 2006; 45:558-565. DOI: 10.1093/rheumatology/kei169.
    • (2006) Rheumatology , vol.45 , pp. 558-565
    • Symmons, D.P.M.1    Tricker, K.2    Harrison, M.J.3    Roberts, C.4    Davis, M.5    Dawes, P.6    Hassell, A.7    Knight, S.8    Mulherin, D.9    Scott, D.10
  • 21
    • 27944450011 scopus 로고    scopus 로고
    • The interpretation of random-effects meta-analysis in decision models
    • DOI: 10.1177/0272989X05282643.
    • Ades AE, Lu G, Higgins JPT. The interpretation of random-effects meta-analysis in decision models. Medical Decision Making 2005; 25:646-654. DOI: 10.1177/0272989X05282643.
    • (2005) Medical Decision Making , vol.25 , pp. 646-654
    • Ades, A.E.1    Lu, G.2    Higgins, J.P.T.3
  • 22
    • 0037186429 scopus 로고    scopus 로고
    • Advanced methods in meta-analysis: multivariate approach and meta-regression
    • DOI: 10.1002/sim.1040.
    • van Houwelingen HC, Arends LR, Stijnen T. Advanced methods in meta-analysis: multivariate approach and meta-regression. Statistics in Medicine 2002; 21:589-624. DOI: 10.1002/sim.1040.
    • (2002) Statistics in Medicine , vol.21 , pp. 589-624
    • van Houwelingen, H.C.1    Arends, L.R.2    Stijnen, T.3
  • 23
    • 33846216340 scopus 로고    scopus 로고
    • An evaluation of bivariate random-effects meta-analysis for the joint synthesis of two correlated outcomes
    • DOI: 10.1002/sim.2524.
    • Riley RD, Abrams KR, Lambert PC, Sutton AJ, Thompson JR. An evaluation of bivariate random-effects meta-analysis for the joint synthesis of two correlated outcomes. Statistics in Medicine 2007; 26:78-97. DOI: 10.1002/sim.2524.
    • (2007) Statistics in Medicine , vol.26 , pp. 78-97
    • Riley, R.D.1    Abrams, K.R.2    Lambert, P.C.3    Sutton, A.J.4    Thompson, J.R.5
  • 24
    • 0034927232 scopus 로고    scopus 로고
    • Bayesian methods in meta-analysis and evidence synthesis
    • DOI: 10.1177/096228020101000404.
    • Sutton AJ, Abrams KR. Bayesian methods in meta-analysis and evidence synthesis. Statistical Methods in Medical Research 2001; 10:277-303. DOI: 10.1177/096228020101000404.
    • (2001) Statistical Methods in Medical Research , vol.10 , pp. 277-303
    • Sutton, A.J.1    Abrams, K.R.2
  • 25
    • 0000365778 scopus 로고
    • On bootstrap resampling and iteration
    • DOI: 10.1093/biomet/75.4.661.
    • Hall P, Martin MA. On bootstrap resampling and iteration. Biometrika 1988; 75:661-71. DOI: 10.1093/biomet/75.4.661.
    • (1988) Biometrika , vol.75 , pp. 661-671
    • Hall, P.1    Martin, M.A.2
  • 29
    • 37349019755 scopus 로고    scopus 로고
    • boa: an R package for MCMC output convergence assessment and posterior inference
    • Smith BJ. boa: an R package for MCMC output convergence assessment and posterior inference. Journal of Statistical Software 2007; 21(11):1-37.
    • (2007) Journal of Statistical Software , vol.21 , Issue.11 , pp. 1-37
    • Smith, B.J.1
  • 30
    • 84884211016 scopus 로고    scopus 로고
    • Empirical and simulation-based comparison of univariate and multivariate meta-analysis for binary outcomes. Draft Methods Report prepared for Agency for Healthcare Research and Quality, Available from: [Accessed on August 16, 2012]
    • Empirical and simulation-based comparison of univariate and multivariate meta-analysis for binary outcomes. Draft Methods Report prepared for Agency for Healthcare Research and Quality, 2012. Available from: http:// effectivehealthcare.ahrq.gov/index.cfm/search-for-guides-reviews-and-reports/?productid=1182&pageaction=displayproduct [Accessed on August 16, 2012].
    • (2012)
  • 31
    • 84884204520 scopus 로고    scopus 로고
    • Unsolved issues of mixed treatment comparison meta-analysis: network size and inconsistency
    • DOI: 10.1002/jrsm.1057.
    • Sturtz S, Bender R. Unsolved issues of mixed treatment comparison meta-analysis: network size and inconsistency. Research Synthesis Methods 2012; 3:300-311. DOI: 10.1002/jrsm.1057.
    • (2012) Research Synthesis Methods , vol.3 , pp. 300-311
    • Sturtz, S.1    Bender, R.2
  • 32
    • 84865295846 scopus 로고    scopus 로고
    • A miltivariate meta-analysis approach for reducing the impact of outcome reporting bias in systematic reviews
    • DOI: 10.1002/sim.5356.
    • Kirkham JJ, Riley RD, Williamson PR. A miltivariate meta-analysis approach for reducing the impact of outcome reporting bias in systematic reviews. Statistics in Medicine 2012; 31:2179-2195. DOI: 10.1002/sim.5356.
    • (2012) Statistics in Medicine , vol.31 , pp. 2179-2195
    • Kirkham, J.J.1    Riley, R.D.2    Williamson, P.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.