Concepedia

Bayesian Latent Variable Models

Bayesian Latent Variable Model is a statistical framework that belongs to the class of Bayesian hierarchical models and is distinguished by its incorporation of unobserved (latent) variables to represent underlying structures or heterogeneity, with inference performed through prior specification and posterior updating via Bayes’ theorem.

592

Publications

35.3K

Citations

1.5K

Authors

698

Institutions

Publications per year

2017–2026

200

Parents

Children

Publications

592

ESTIMATION OF LATENT ABILITY USING A RESPONSE PATTERN OF GRADED SCORES1

Fumi Samejima · ETS Research Bulletin Series · 1968 · 2.6K citations · Full text

, , +17

Latent Space Approaches to Social Network Analysis

Peter D. Hoff, Adrian E. Raftery, Mark S. Handcock · Journal of the American Statistical Association · 2002 · 2K citations

, , +16

HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python

Thomas V. Wiecki, Imri Sofer, Michael J. Frank · Frontiers in Neuroinformatics · 2013 · 1.1K citations · Full text

, , +17

Dynamic Structural Equation Models

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

, , +16

Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables

Nicholas G. Polson, James G. Scott, Jesse Windle · Journal of the American Statistical Association · 2013 · 957 citations

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1–5 of 592

Authors

1.5K

  1. DB
    David B. Dunson

    Duke University, United States

    15 publications · 1.7K citations

    13

    h-index

  2. DM
    David M. Blei

    Princeton University, United States

    8 publications · 364 citations

    8

    h-index

  3. ZG
    Zoubin Ghahramani

    University of Cambridge, United Kingdom

    7 publications · 341 citations

    7

    h-index

  4. SD
    Sarah Depaoli

    University of California, Merced, United States

    7 publications · 228 citations

    7

    h-index

  5. RV
    Rens van de Schoot

    Utrecht University, Netherlands

    7 publications · 336 citations

    7

    h-index

1–5 of 1.5K

Institutions

698

  1. Duke University

    Durham, United States

    20 h-index

    52 publications

    4.9K citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    12 h-index

    24 publications

    643 citations

  3. University of Washington

    Seattle, United States

    12 h-index

    20 publications

    8.3K citations

  4. Utrecht University

    Utrecht, The Netherlands

    11 h-index

    25 publications

    1.9K citations

  5. Columbia University

    New York, United States

    11 h-index

    16 publications

    459 citations

  6. The University of Texas at Austin

    Austin, United States

    11 h-index

    15 publications

    1.7K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    11 h-index

    23 publications

    1.1K citations

  8. Educational Testing Service

    Princeton, United States

    11 h-index

    12 publications

    956 citations

1–8 of 698

Venues

  1. Biometrics

    23 publications · 853 citations

    17

    h-index

  2. arXiv (Cornell University)

    Repository · 21 publications · 767 citations

    16

    h-index

  3. Statistics in Medicine

    18 publications · 507 citations

    15

    h-index

  4. Multivariate Behavioral Research

    MBR · 15 publications · 498 citations

    14

    h-index

  5. Journal of the American Statistical Association

    16 publications · 3.9K citations

    13

    h-index

1–5