Concepedia

Bivariate Random-effects Model

The Bivariate Random-Effects Model is a statistical framework used in diagnostic test accuracy meta-analysis that belongs to the class of random-effects models and is distinguished by its joint synthesis of paired accuracy measures—typically sensitivity and specificity—while accounting for their correlation and between-study variability.

305

Publications

22.1K

Citations

799

Authors

479

Institutions

Publications per year

2017–2026

65

Variants

Bivariate Random Effects Model

Parents

Publications

305

Random-effects model for meta-analysis of clinical trials: An update

Rebecca DerSimonian, Raghu N. Kacker · Contemporary Clinical Trials · 2006 · 2.4K citations

, , +12

Systematic Reviews of Diagnostic Test Accuracy

Mariska Leeflang, Jonathan J Deeks, Constantine Gatsonis et al. · Annals of Internal Medicine · 2008 · 1.1K citations · Full text

, , +16

A unification of models for meta-analysis of diagnostic accuracy studies

Roger Harbord, Jonathan J Deeks, Matthias Egger et al. · Biostatistics · 2006 · 745 citations · Full text

, , +13

Meta-analysis of correlation coefficients: A Monte Carlo comparison of fixed- and random-effects methods.

Andy P. Field · Psychological Methods · 2001 · 714 citations · Full text

, , +8

Metandi: Meta-analysis of Diagnostic Accuracy Using Hierarchical Logistic Regression

Roger Harbord, Penny Whiting · The Stata Journal Promoting communications on statistics and Stata · 2009 · 466 citations · Full text

, , +15

1–5 of 305

Authors

799

  1. RD
    Richard D Riley

    Keele University, United Kingdom

    6 publications · 1K citations

    6

    h-index

  2. JJ
    Jonathan J Deeks

    University of Birmingham, United Kingdom

    4 publications · 2.2K citations

    4

    h-index

  3. AJ
    Alex J. Sutton

    University of Leicester, United Kingdom

    4 publications · 1.1K citations

    4

    h-index

  4. KR
    Keith R. Abrams

    University of Leicester, United Kingdom

    4 publications · 1K citations

    4

    h-index

  5. TS
    Theo Stijnen

    Erasmus University Rotterdam, Netherlands

    4 publications · 841 citations

    4

    h-index

1–5 of 799

Institutions

479

  1. University of Leicester

    Leicester, United Kingdom

    7 h-index

    20 publications

    5K citations

  2. Harvard University

    Cambridge, United States

    7 h-index

    10 publications

    443 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    9 publications

    398 citations

  4. Inserm

    Paris, France

    5 h-index

    12 publications

    684 citations

  5. Heinrich Heine University Düsseldorf

    Düsseldorf, Germany

    5 h-index

    8 publications

    176 citations

  6. University of Bristol

    Bristol, United Kingdom

    5 h-index

    11 publications

    3.4K citations

  7. University of Amsterdam

    Amsterdam, The Netherlands

    5 h-index

    9 publications

    4.7K citations

  8. National Bureau of Economic Research

    Cambridge, United States

    4 h-index

    10 publications

    456 citations

1–8 of 479

Venues

  1. Statistics in Medicine

    23 publications · 1.8K citations

    20

    h-index

  2. SSRN Electronic Journal

    Repository · 14 publications · 414 citations

    12

    h-index

  3. Statistical Methods in Medical Research

    9 publications · 575 citations

    9

    h-index

  4. PubMed

    Repository · 8 publications · 354 citations

    8

    h-index

  5. Biometrics

    7 publications · 346 citations

    7

    h-index

1–5