Concepedia

Generalized Linear Latent Variable Models

Generalized Linear Latent Variable Models is a statistical modeling framework that extends generalized linear models by incorporating latent variables to account for unobserved heterogeneity, thereby enabling the analysis of complex multivariate data with non-normal responses through a structured combination of observed covariates and underlying latent constructs.

107

Publications

7.7K

Citations

264

Authors

158

Institutions

Publications per year

2017–2026

22

Variants

GllvmGllvms

Parents

Publications

107

Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers

Sarah L. Ferguson, E. Whitney G. Moore, Darrell M. Hull · International Journal of Behavioral Development · 2019 · 826 citations

, , +17

Latent variable models of multitrait-multimethod data.

Herbert W. Marsh, David Grayson · 1995 · 354 citations

, , +14

Generalized Latent Trait Models

Irini Moustaki, M. Knott · Psychometrika · 2000 · 256 citations

, , +11

Suppression of inflammation and effects on new bone formation in ankylosing spondylitis: evidence for a window of opportunity in disease modification

Walter P. Maksymowych, Nathalie Morency, Barbara Conner‐Spady et al. · Annals of the Rheumatic Diseases · 2012 · 236 citations

, , +14

Statistical Assumptions of Substantive Analyses Across the General Linear Model: A Mini-Review

Kim Nimon · Frontiers in Psychology · 2012 · 233 citations · Full text

, , +15

1–5 of 107

Authors

264

  1. SR
    Sophia Rabe‐Hesketh

    University of California, Berkeley, United States

    7 publications · 387 citations

    7

    h-index

  2. AP
    Andrew Pickles

    King's College London, United Kingdom

    5 publications · 212 citations

    5

    h-index

  3. FK
    Francis K. C. Hui

    Australian National University, Australia

    5 publications · 487 citations

    5

    h-index

  4. IM
    Irini Moustaki

    London School of Economics and Political Science, United Kingdom

    4 publications · 338 citations

    4

    h-index

  5. AS
    Anders Skrondal

    Norwegian Institute of Public Health, Norway

    4 publications · 214 citations

    4

    h-index

1–5 of 264

Institutions

158

  1. UNSW Sydney

    Sydney, Australia

    6 h-index

    7 publications

    598 citations

  2. Australian National University

    Canberra, Australia

    5 h-index

    5 publications

    487 citations

  3. University of California, Berkeley

    Berkeley, United States

    4 h-index

    9 publications

    573 citations

  4. KU Leuven

    Leuven, Belgium

    4 h-index

    4 publications

    305 citations

  5. University of Jyväskylä

    Jyväskylä, Finland

    4 h-index

    8 publications

    932 citations

  6. Western Sydney University

    Richmond, Australia

    4 h-index

    11 publications

    687 citations

  7. University of Geneva

    Geneva, Switzerland

    4 h-index

    7 publications

    471 citations

  8. London School of Economics and Political Science

    London, United Kingdom

    3 h-index

    4 publications

    693 citations

1–8 of 158

Venues

  1. Psychometrika

    8 publications · 721 citations

    8

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 4 publications · 76 citations

    4

    h-index

  3. 3

    h-index

  4. BMC Public Health

    3 publications · 209 citations

    3

    h-index

  5. Journal of Econometrics

    3 publications · 143 citations

    3

    h-index

1–5