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Borrowing of strength and study weights in multivariate and network meta-analysis
16 references·16 citing·38 second hopsampled
Borrowing of strength and study weights in multivariate and network meta-analysis (2015)Borrowing of strength and study weights i…Network Meta-Analysis (2020)Network Meta-AnalysisA graphical tool for locating inconsistency in network meta-analyses (2013)A graphical tool for locating…Quantifying the impact of between‐study heterogeneity in multivariate meta‐analyses (2012)Quantifying the impact of bet…Multivariate meta‐analysis for non‐linear and other multi‐parameter associations (2012)Multivariate meta‐analysis fo…Consistency and inconsistency in network meta‐analysis: model estimation using multivariate meta‐regression (2012)Consistency and inconsistency…Consistency and inconsistency in network meta‐analysis: concepts and models for multi‐arm studies (2012)Consistency and inconsistency…A Method of Moments Estimator for Random Effect Multivariate Meta‐Analysis (2012)A Method of Moments Estimator…Multivariate Random-effects Meta-regression: Updates to Mvmeta (2011)Multivariate 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characteristics and predictors of borrowing of strength from Cochrane reviews (2022)Multivariate meta-analysis of…Prior Choices of Between-Study Heterogeneity in Contemporary Bayesian Network Meta-analyses: an Empirical Study (2021)Prior Choices of Between-Stud…Predictive P-score for treatment ranking in Bayesian network meta-analysis (2021)Predictive P-score for treatm…Classifying information-sharing methods (2021)Classifying information-shari…Utilizing radar graphs in the visualization of simulation and estimation results in network meta‐analysis (2020)Utilizing radar graphs in the…The statistical importance of a study for a network meta-analysis estimate (2020)The statistical importance of…Empirical comparison of univariate and multivariate meta‐analyses in Cochrane Pregnancy and Childbirth reviews with multiple binary outcomes (2019)Empirical comparison of univa…The Role of Secondary Outcomes in Multivariate Meta-Analysis (2018)The Role of Secondary Outcome…Meta‐analysis of non‐linear exposure‐outcome relationships using individual participant data: A comparison of two methods (2018)Meta‐analysis of non‐linear e…Graphs of study contributions and covariate distributions for network meta‐regression (2018)Graphs of study contributions…Borrowing of strength from indirect evidence in 40 network meta-analyses (2018)Borrowing of strength from in…Guidance for deriving and presenting percentage study weights in meta‐analysis of test accuracy studies (2017)Guidance for deriving and pre…Deriving percentage study weights in multi-parameter meta-analysis models: with application to meta-regression, network meta-analysis and one-stage individual participant data models (2017)Deriving percentage study wei…Quantifying indirect evidence in network meta‐analysis (2016)Quantifying indirect evidence…Bayesian bivariate meta-analysis of correlated effects: Impact of the prior distributions on the between-study correlation, borrowing of strength, and joint inferences (2016)Bayesian bivariate meta-analy…Statistical Methods for Meta-Analysis (1988)Combination of direct and indirect evidence in mixed treatment comparisons (2004)Integration of evidence from multiple meta-analyses: a primer on umbrella reviews, treatment networks and multiple treatments meta-analyses (2009)Conducting quantitative synthesis when comparing medical interventions: AHRQ and the Effective Health Care Program (2011)Evidence Synthesis for Decision Making 4 (2013)A Re-Evaluation of Random-Effects Meta-Analysis (2008)Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: an overview and tutorial (2010)Interpretation of random effects meta-analyses (2011)Conceptual and Technical Challenges in Network Meta-analysis (2013)Network meta-analysis: an introduction for clinicians (2016)Internet-Based Cognitive Behavioral Therapy for Depression (2021)Quantifying heterogeneity in a meta‐analysis (2002)Cochrane Handbook for Systematic Reviews 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(1986)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)Conducting Meta-Analyses in R with the metafor Package (2010)QUANTITATIVE METHODS IN THE REVIEW OF EPIDEMIOLOGIC LITERATURE1 (1987)Explaining heterogeneity in meta-analysis: a comparison of methods (1999)Association of Torture and Other Potentially Traumatic Events With Mental Health Outcomes Among Populations Exposed to Mass Conflict and Displacement (2009)Intrinsic motivation and extrinsic incentives jointly predict performance: A 40-year meta-analysis. (2014)The global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013 (2014)Random-effects model for meta-analysis of clinical trials: An update (2006)Relationship of Sleep Duration With All‐Cause Mortality and Cardiovascular Events: A Systematic Review and Dose‐Response Meta‐Analysis of Prospective Cohort Studies (2017)Association of loneliness with all-cause mortality: A meta-analysis (2018)Outlier and influence diagnostics for meta-analysis (2010)GetReal in network meta‐analysis: a review of the methodology (2016)A meta-analysis of procedures to change implicit measures. (2019)
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References

  • 1986Meta-analysis in clinical trials39,515 cited
  • 2012Consistency and inconsistency in network meta‐analysis: concepts and models for multi‐arm studies2,095 cited
  • 2002Advanced methods in meta‐analysis: multivariate approach and meta‐regression1,582 cited
  • 2012Consistency and inconsistency in network meta‐analysis: model estimation using multivariate meta‐regression1,114 cited
  • 2007Evaluation of networks of randomized trials1,077 cited
  • 2012Multivariate meta‐analysis for non‐linear and other multi‐parameter associations771 cited
  • 2006Assessing Evidence Inconsistency in Mixed Treatment Comparisons755 cited
  • 2009Extending DerSimonian and Laird's methodology to perform multivariate random effects meta‐analyses596 cited
  • 2012Quantifying the impact of between‐study heterogeneity in multivariate meta‐analyses577 cited
  • 2011Multivariate meta‐analysis: Potential and promise530 cited
  • 2013A graphical tool for locating inconsistency in network meta-analyses459 cited
  • 2011Multivariate Random-effects Meta-regression: Updates to Mvmeta399 cited
  • 2020Network Meta-Analysis304 cited
  • 2009Multivariate Meta-Analysis: The Effect of Ignoring Within-Study Correlation226 cited
  • 2012

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A Method of Moments Estimator for Random Effect Multivariate Meta‐Analysis
212 cited
  • 2006An evaluation of bivariate random‐effects meta‐analysis for the joint synthesis of two correlated outcomes199 cited
  • Cited by

    • 2021Predictive P-score for treatment ranking in Bayesian network meta-analysis42 cited
    • 2016Bayesian bivariate meta-analysis of correlated effects: Impact of the prior distributions on the between-study correlation, borrowing of strength, and joint inferences34 cited
    • 2022Multivariate meta-analysis of multiple outcomes: characteristics and predictors of borrowing of strength from Cochrane reviews32 cited
    • 2018Meta‐analysis of non‐linear exposure‐outcome relationships using individual participant data: A comparison of two methods31 cited
    • 2017Deriving percentage study weights in multi-parameter meta-analysis models: with application to meta-regression, network meta-analysis and one-stage individual participant data models28 cited
    • 2020Utilizing radar graphs in the visualization of simulation and estimation results in network meta‐analysis26 cited
    • 2018The Role of Secondary Outcomes in Multivariate Meta-Analysis24 cited
    • 2021Prior Choices of Between-Study Heterogeneity in Contemporary Bayesian Network Meta-analyses: an Empirical Study24 cited
    • 2020The statistical importance of a study for a network meta-analysis estimate21 cited
    • 2018Graphs of study contributions and covariate distributions for network meta‐regression21 cited
    • 2024New horizons for comparative studies and meta-analyses20 cited
    • 2017Guidance for deriving and presenting percentage study weights in meta‐analysis of test accuracy studies20 cited
    • 2019Empirical comparison of univariate and multivariate meta‐analyses in Cochrane Pregnancy and Childbirth reviews with multiple binary outcomes19 cited
    • 2016Quantifying indirect evidence in network meta‐analysis18 cited
    • 2018Borrowing of strength from indirect evidence in 40 network meta-analyses18 cited
    • 2021Classifying information-sharing methods17 cited