Concepedia

Latent Variable Causal Models

Latent Variable Causal Models is a causal modeling framework that integrates unobserved (latent) variables into structural causal models to account for hidden confounding factors while enabling identification and estimation of causal relationships from multi-omics data.

280

Publications

54.1K

Citations

660

Authors

349

Institutions

Publications per year

2017–2026

87

Variants

Latent Variable Causal Modeling

Parents

Publications

280

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

, , +15

Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses.

John T. Cacioppo, Mary Elizabeth Hughes, Linda J. Waite et al. · Psychology and Aging · 2006 · 2.4K citations

, , +16

How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research

Jose Benitez, Jörg Henseler, Ana Castillo et al. · Information & Management · 2019 · 1.7K citations · Full text

, , +11

Multivariate Analysis with Latent Variables: Causal Modeling

Peter M. Bentler · Annual Review of Psychology · 1980 · 1.6K citations

, , +17

The theoretical status of latent variables.

Denny Borsboom, Gideon J. Mellenbergh, Jaap van Heerden · Psychological Review · 2003 · 1.6K citations

, , +15

1–5 of 280

Authors

660

  1. PM
    Peter M. Bentler

    University of California, Los Angeles, United States

    7 publications · 2.2K citations

    7

    h-index

  2. PS
    Peter Spirtes

    Carnegie Mellon University, United States

    6 publications · 372 citations

    6

    h-index

  3. RV
    Riet van Bork

    University of Amsterdam, Netherlands

    6 publications · 574 citations

    6

    h-index

  4. CG
    Clark Glymour

    Carnegie Mellon University, United States

    6 publications · 349 citations

    6

    h-index

  5. GJ
    G. J. Huba

    University of California, Los Angeles, United States

    5 publications · 675 citations

    5

    h-index

1–5 of 660

Institutions

349

  1. Carnegie Mellon University

    Pittsburgh, United States

    12 h-index

    26 publications

    1.5K citations

  2. University of California, Los Angeles

    Los Angeles, United States

    12 h-index

    28 publications

    2.1K citations

  3. University of Amsterdam

    Amsterdam, The Netherlands

    8 h-index

    26 publications

    4.4K citations

  4. University of Pittsburgh

    Pittsburgh, United States

    6 h-index

    15 publications

    660 citations

  5. University of Michigan

    Ann Arbor, United States

    5 h-index

    6 publications

    465 citations

  6. Emory University

    Atlanta, United States

    5 h-index

    5 publications

    194 citations

  7. Arizona State University

    Tempe, United States

    5 h-index

    9 publications

    220 citations

  8. Columbia University

    New York, United States

    5 h-index

    6 publications

    605 citations

1–8 of 349

Venues

  1. Journal of Personality and Social Psychology

    9 publications · 1.7K citations

    9

    h-index

  2. arXiv (Cornell University)

    Repository · 8 publications · 578 citations

    8

    h-index

  3. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 7 publications · 588 citations

    7

    h-index

  4. Journal of the American Statistical Association

    6 publications · 3.4K citations

    6

    h-index

  5. SSRN Electronic Journal

    Repository · 5 publications · 105 citations

    5

    h-index

1–5