Concepedia

Multilevel Latent Variable Models

Multilevel Latent Variable Models is a statistical modeling framework that extends latent variable models by incorporating hierarchically structured data through multiple levels of random effects, thereby accounting for both unobserved heterogeneity and nested data dependencies within a single integrated model.

505

Publications

55.7K

Citations

1.1K

Authors

523

Institutions

Publications per year

2017–2026

175

Parents

Publications

505

Using PLS Path Modeling for Assessing Hierarchical Construct Models: Guidelines and Empirical Illustration1

Martin Wetzels, Odekerken-Schröder, van Oppen · MIS Quarterly · 2009 · 4.8K citations · Full text

, , +13

Auxiliary Variables in Mixture Modeling: Three-Step Approaches Using M<i>plus</i>

Tihomir Asparouhov, Bengt Muthén · Structural Equation Modeling A Multidisciplinary Journal · 2014 · 3.4K citations

, , +9

Integrating Person‐Centered and Variable‐Centered Analyses: Growth Mixture Modeling With Latent Trajectory Classes

Bengt Muthén, Linda K. Muthén · Alcoholism Clinical and Experimental Research · 2000 · 3.1K citations · Full text

, , +17

Hierarchical Latent Variable Models in PLS-SEM: Guidelines for Using Reflective-Formative Type Models

Jan-Michael Becker, Kristina Klein, Martin Wetzels · Long Range Planning · 2012 · 2.1K citations

, , +12

Maximum Likelihood Estimation of Latent Interaction Effects with the LMS Method

Andreas Klein, Helfried Moosbrugger · Psychometrika · 2000 · 1.4K citations

, , +13

1–5 of 505

Authors

1.1K

  1. BM
    Bengt Muthén

    University of California, Los Angeles, United States

    19 publications · 8.4K citations

    18

    h-index

  2. JK
    Jeroen K. Vermunt

    Tilburg University, Netherlands

    15 publications · 1.2K citations

    13

    h-index

  3. HW
    Herbert W. Marsh

    Western Sydney University, Australia

    11 publications · 3K citations

    11

    h-index

  4. OL
    Oliver Lüdtke

    Leibniz Institute for Science and Mathematics Education, Germany

    9 publications · 2.4K citations

    9

    h-index

  5. TA
    Tihomir Asparouhov

    Muthén & Muthén (United States), United States

    8 publications · 5.2K citations

    8

    h-index

1–5 of 1.1K

Institutions

523

  1. University of California, Los Angeles

    Los Angeles, United States

    24 h-index

    42 publications

    7.2K citations

  2. Pennsylvania State University

    State College, United States

    14 h-index

    32 publications

    2.6K citations

  3. Tilburg University

    Tilburg, The Netherlands

    13 h-index

    31 publications

    2.4K citations

  4. University of Tübingen

    Tübingen, Germany

    13 h-index

    25 publications

    3.2K citations

  5. Utrecht University

    Utrecht, The Netherlands

    11 h-index

    15 publications

    1.4K citations

  6. University of Southern California

    Los Angeles, United States

    10 h-index

    14 publications

    1.5K citations

  7. University of Oxford

    Oxford, United Kingdom

    10 h-index

    14 publications

    3.2K citations

  8. Michigan State University

    East Lansing, United States

    10 h-index

    12 publications

    339 citations

1–8 of 523

Venues

  1. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 35 publications · 6.2K citations

    25

    h-index

  2. Multivariate Behavioral Research

    MBR · 18 publications · 1.6K citations

    15

    h-index

  3. Psychological Methods

    13 publications · 2.8K citations

    13

    h-index

  4. Journal of Educational and Behavioral Statistics

    14 publications · 1.1K citations

    13

    h-index

  5. Psychometrika

    12 publications · 2.4K citations

    12

    h-index

1–5