Concepedia

Bayesian Multilevel Modeling

Bayesian Multilevel Modeling is a statistical modeling framework that belongs to the class of hierarchical models and is distinguished by its incorporation of prior distributions on parameters at multiple levels of data structure, enabling coherent uncertainty quantification and partial pooling through Bayesian inference.

385

Publications

31.5K

Citations

1.1K

Authors

505

Institutions

Publications per year

2017–2026

143

Variants

Bayesian Hierarchical Modeling

Parents

Children

Publications

385

<b>brms</b> : An <i>R</i> Package for Bayesian Multilevel Models Using <i>Stan</i>

Paul‐Christian Bürkner · Journal of Statistical Software · 2017 · 9.4K citations · Full text

, , +16

Reliability estimation in a multilevel confirmatory factor analysis framework.

G. John Geldhof, Kristopher J. Preacher, Michael J. Zyphur · Psychological Methods · 2013 · 1.5K citations

, , +17

Global, regional, and subregional classification of abortions by safety, 2010–14: estimates from a Bayesian hierarchical model

Bela Ganatra, Caitlin Gerdts, Clémentine Rossier et al. · The Lancet · 2017 · 907 citations · Full text

, , +16

Bayesian mediation analysis.

Ying Yuan, David P. MacKinnon · Psychological Methods · 2009 · 625 citations · Full text

, , +14

Hierarchical Bayes Conjoint Analysis: Recovery of Partworth Heterogeneity from Reduced Experimental Designs

Peter Lenk, Wayne S. DeSarbo, Paul E. Green et al. · Marketing Science · 1996 · 549 citations

, , +16

1–5 of 385

Authors

1.1K

  1. TS
    Tarek Sayed

    University of British Columbia, Canada

    8 publications · 542 citations

    8

    h-index

  2. BP
    Bradley P. Carlin

    University of Minnesota, United States

    7 publications · 330 citations

    7

    h-index

  3. PB
    Paul‐Christian Bürkner

    University of Stuttgart, Germany

    7 publications · 10.2K citations

    7

    h-index

  4. MA
    Mohamed Abdel‐Aty

    University of Central Florida, United States

    5 publications · 766 citations

    5

    h-index

  5. HH
    Helai Huang

    Central South University, China

    5 publications · 1.1K citations

    5

    h-index

1–5 of 1.1K

Institutions

505

  1. University of Michigan

    Ann Arbor, United States

    12 h-index

    23 publications

    1.8K citations

  2. University of British Columbia

    Vancouver, Canada

    11 h-index

    20 publications

    1.3K citations

  3. Imperial College London

    London, United Kingdom

    10 h-index

    18 publications

    554 citations

  4. Duke University

    Durham, United States

    10 h-index

    21 publications

    1.1K citations

  5. Texas A&M University

    College Station, United States

    9 h-index

    15 publications

    763 citations

  6. Columbia University

    New York, United States

    9 h-index

    18 publications

    2K citations

  7. University of Minnesota

    Minneapolis, United States

    9 h-index

    12 publications

    505 citations

  8. The Ohio State University

    Columbus, United States

    8 h-index

    9 publications

    451 citations

1–8 of 505

Venues

  1. Journal of the American Statistical Association

    18 publications · 1.1K citations

    16

    h-index

  2. Accident Analysis & Prevention

    16 publications · 1.7K citations

    15

    h-index

  3. Statistics in Medicine

    17 publications · 464 citations

    13

    h-index

  4. Biometrics

    13 publications · 646 citations

    12

    h-index

  5. 9

    h-index

1–5