Concepedia

Bayesian Structural Equation Models

Bayesian Structural Equation Models is a statistical modeling framework within the class of structural equation models that incorporates Bayesian inference to estimate latent variables and their relationships, distinguishing itself by the explicit use of prior distributions and posterior updating for parameter estimation under uncertainty.

304

Publications

19.1K

Citations

819

Authors

465

Institutions

Publications per year

2017–2026

140

Variants

Bsem

Parents

Publications

304

Bayesian structural equation modeling: A more flexible representation of substantive theory.

Bengt Muthén, Tihomir Asparouhov · Psychological Methods · 2012 · 1.5K citations

, , +17

Applications of structural equation modeling (SEM) in ecological studies: an updated review

Yi Fan, Jiquan Chen, Gabriela Shirkey et al. · Ecological Processes · 2016 · 1.4K citations · Full text

, , +10

Dynamic Structural Equation Models

Tihomir Asparouhov, Ellen L. Hamaker, Bengt Muthén · Structural Equation Modeling A Multidisciplinary Journal · 2017 · 987 citations · Full text

, , +16

Evaluation of the Bayesian and Maximum Likelihood Approaches in Analyzing Structural Equation Models with Small Sample Sizes

Sik‐Yum Lee · Multivariate Behavioral Research · 2004 · 491 citations

, , +15

Structural equation modeling: a Bayesian approach

Choice Reviews Online · 2007 · 451 citations

, , +16

1–5 of 304

Authors

819

  1. SL
    Sik‐Yum Lee

    Chinese University of Hong Kong, Hong Kong SAR China

    24 publications · 1.5K citations

    20

    h-index

  2. XS
    Xinyuan Song

    Chinese University of Hong Kong, Hong Kong SAR China

    11 publications · 356 citations

    11

    h-index

  3. BM
    Bengt Muthén

    University of California, Los Angeles, United States

    9 publications · 3.5K citations

    9

    h-index

  4. TA
    Tihomir Asparouhov

    Muthén & Muthén (United States), United States

    8 publications · 3.3K citations

    8

    h-index

  5. HH
    Herbert Hoijtink

    Utrecht University, Netherlands

    6 publications · 446 citations

    6

    h-index

1–5 of 819

Institutions

465

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    22 h-index

    66 publications

    2.6K citations

  2. Utrecht University

    Utrecht, The Netherlands

    15 h-index

    36 publications

    3.9K citations

  3. University of Wisconsin–Madison

    Madison, United States

    12 h-index

    21 publications

    956 citations

  4. Sun Yat-sen University

    Guangzhou, China

    9 h-index

    13 publications

    306 citations

  5. Muthén & Muthén (United States)

    Los Angeles, United States

    8 h-index

    15 publications

    5K citations

  6. University of Missouri

    Columbia, United States

    7 h-index

    11 publications

    561 citations

  7. Duke University

    Durham, United States

    5 h-index

    11 publications

    1.1K citations

  8. University of Edinburgh

    Edinburgh, United Kingdom

    5 h-index

    8 publications

    255 citations

1–8 of 465

Venues

  1. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 48 publications · 3.1K citations

    26

    h-index

  2. Frontiers in Psychology

    11 publications · 576 citations

    11

    h-index

  3. Multivariate Behavioral Research

    MBR · 11 publications · 932 citations

    11

    h-index

  4. Psychological Methods

    9 publications · 2.1K citations

    9

    h-index

  5. Psychometrika

    8 publications · 616 citations

    8

    h-index

1–5