Concepedia

Latent Variable Models

Latent Variable Models is a class of statistical models that infer unobserved (latent) variables from observed data by specifying probabilistic relationships between the latent constructs and the observed variables, thereby accounting for hidden structure or heterogeneity in the data.

3.4K

Publications

438.9K

Citations

6.3K

Authors

1.8K

Institutions

Publications per year

2017–2026

1K

Variants

Latent Variable Model

Parents

Children

Publications

3.4K

<b>lavaan</b>: An<i>R</i>Package for Structural Equation Modeling

Yves Rosseel · Journal of Statistical Software · 2012 · 25.4K citations · Full text

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PLS-SEM: Indeed a Silver Bullet

Joe F. Hair, Christian M. Ringle, Marko Sarstedt · The Journal of Marketing Theory and Practice · 2011 · 20.9K citations

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Structural Equations with Latent Variables.

Clifford C. Clogg, Kenneth A. Bollen · Contemporary Sociology A Journal of Reviews · 1991 · 17.6K citations

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Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study

Karen Nylund‐Gibson, Tihomir Asparouhov, Bengt Muthén · Structural Equation Modeling A Multidisciplinary Journal · 2007 · 10.9K citations

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Structural Equation Modeling: Concepts, Issues, and Applications.

Murray Smith, Rick H. Hoyle · Journal of the Royal Statistical Society Series D (The Statistician) · 1996 · 6.9K citations

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1–5 of 3.4K

Authors

6.3K

  1. JK
    Jeroen K. Vermunt

    Tilburg University, Netherlands

    62 publications · 9.6K citations

    33

    h-index

  2. XL
    Xin Luo

    Chongqing Institute of Green and Intelligent Technology, China

    46 publications · 4.1K citations

    33

    h-index

  3. BM
    Bengt Muthén

    University of California, Los Angeles, United States

    34 publications · 28.6K citations

    32

    h-index

  4. KA
    Kenneth A. Bollen

    University of North Carolina at Chapel Hill, United States

    22 publications · 21.8K citations

    20

    h-index

  5. MS
    Mingsheng Shang

    Chongqing Institute of Green and Intelligent Technology, China

    21 publications · 2K citations

    18

    h-index

1–5 of 6.3K

Institutions

1.8K

  1. Carnegie Mellon University

    Pittsburgh, United States

    38 h-index

    147 publications

    15.8K citations

  2. University of California, Los Angeles

    Los Angeles, United States

    36 h-index

    84 publications

    38K citations

  3. Tilburg University

    Tilburg, The Netherlands

    35 h-index

    129 publications

    16K citations

  4. Pennsylvania State University

    State College, United States

    33 h-index

    83 publications

    12.9K citations

  5. Columbia University

    New York, United States

    33 h-index

    84 publications

    7.1K citations

  6. Princeton University

    Princeton, United States

    32 h-index

    92 publications

    13.4K citations

  7. University of Amsterdam

    Amsterdam, The Netherlands

    32 h-index

    96 publications

    17.1K citations

  8. Chongqing Institute of Green and Intelligent Technology

    Chongqing, China

    29 h-index

    86 publications

    7.7K citations

1–8 of 1.8K

Venues

  1. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 193 publications · 37.4K citations

    71

    h-index

  2. Psychometrika

    118 publications · 14.8K citations

    54

    h-index

  3. arXiv (Cornell University)

    Repository · 206 publications · 14.9K citations

    49

    h-index

  4. Psychological Methods

    58 publications · 14.3K citations

    48

    h-index

  5. Journal of the American Statistical Association

    73 publications · 14.1K citations

    44

    h-index

1–5