Concepedia

Bayesian Multivariate Meta-analysis

Bayesian Multivariate Meta-Analysis is a statistical framework within Bayesian meta-analysis that integrates multiple correlated outcomes or effect sizes from primary studies by jointly modeling their distribution through a multivariate hierarchical structure, thereby accounting for within- and between-study dependencies.

14

Publications

3.1K

Citations

42

Authors

28

Institutions

Publications per year

2017–2026

2

Parents

Publications

14

Combination of direct and indirect evidence in mixed treatment comparisons

G. Lu, A. E. Ades · Statistics in Medicine · 2004 · 2.2K citations

, , +13

A practical introduction to multivariate meta-analysis

Dimitris Mavridis, Georgia Salanti · Statistical Methods in Medical Research · 2012 · 270 citations

, , +8

Multivariate meta‐analysis

In‐Sun Nam, Kerrie Mengersen, Paul H. Garthwaite · Statistics in Medicine · 2003 · 155 citations

, , +12

Bayesian multivariate meta‐analysis with multiple outcomes

Yinghui Wei, Julian P. T. Higgins · Statistics in Medicine · 2013 · 98 citations

, , +13

Multivariate meta‐analysis using individual participant data

Richard D Riley, Malcolm J Price, Dan Jackson et al. · Research Synthesis Methods · 2014 · 95 citations · Full text

, , +12

1–5 of 14

Authors

42

  1. DM
    Dimitris Mavridis

    University of Ioannina, Greece

    3 publications · 387 citations

    3

    h-index

  2. GS
    Georgia Salanti

    University of Bern, Switzerland

    3 publications · 387 citations

    3

    h-index

  3. RD
    Richard D Riley

    Keele University, United Kingdom

    3 publications · 192 citations

    3

    h-index

  4. SB
    Sylwia Bujkiewicz

    University of Leicester, United Kingdom

    2 publications · 63 citations

    2

    h-index

  5. JR
    John R. Thompson

    University of Leicester, United Kingdom

    2 publications · 63 citations

    2

    h-index

1–5 of 42

Institutions

28

  1. University of Ioannina

    Ioannina, Greece

    3 h-index

    8 publications

    891 citations

  2. University of Connecticut

    Storrs, United States

    2 h-index

    2 publications

    31 citations

  3. Merck & Co., Inc., Rahway, NJ, USA (United States)

    Rahway, United States

    2 h-index

    4 publications

    62 citations

  4. Keele University

    Newcastle-under-Lyme, United Kingdom

    2 h-index

    2 publications

    139 citations

  5. University of Leicester

    Leicester, United Kingdom

    2 h-index

    8 publications

    227 citations

  6. University of Birmingham

    Birmingham, United Kingdom

    2 h-index

    4 publications

    296 citations

  7. Eunice Kennedy Shriver National Institute of Child Health and Human Development

    Bethesda, United States

    2 h-index

    2 publications

    31 citations

  8. MRC Biostatistics Unit

    Cambridge, United Kingdom

    2 h-index

    4 publications

    386 citations

1–8 of 28

Venues

  1. Statistics in Medicine

    7 publications · 2.6K citations

    7

    h-index

  2. Research Synthesis Methods

    2 publications · 114 citations

    2

    h-index

  3. Value in Health

    1 publications · 19 citations

    1

    h-index

  4. Statistical Methods in Medical Research

    1 publications · 270 citations

    1

    h-index

  5. Biostatistics

    1 publications · 53 citations

    1

    h-index

1–5