Concepedia

Model Comparison

Model Comparison is the Bayesian statistical practice of evaluating competing probabilistic models by quantifying their relative explanatory power and fit to observed data, typically through formal measures such as Bayes factors, posterior predictive checks, or information criteria, distinguished from general model assessment by its focus on pairwise or multipoint model discrimination within a coherent inferential framework.

1.3K

Publications

229.1K

Citations

2.6K

Authors

1.1K

Institutions

Publications per year

2017–2026

294

Parents

Children

Publications

1.3K

When to use and how to report the results of PLS-SEM

Joseph F. Hair, Jeffrey J. Risher, Marko Sarstedt et al. · European Business Review · 2018 · 24.2K citations

, , +16

Comparative fit indexes in structural models.

Peter M. Bentler · Psychological Bulletin · 1990 · 23.9K citations

, , +15

Summarizing multiple aspects of model performance in a single diagram

Karl E. Taylor · Journal of Geophysical Research Atmospheres · 2001 · 8.7K citations

, , +16

Bayesian Model Selection in Social Research

Adrian E. Raftery · Sociological Methodology · 1995 · 6.9K citations

, , +17

Model Selection and Multimodel Inference

Technometrics · 2003 · 5.6K citations

, , +13

1–5 of 1.3K

Authors

2.6K

  1. MS
    Marko Sarstedt

    Otto-von-Guericke-Universität Magdeburg, Germany

    9 publications · 25.7K citations

    9

    h-index

  2. PM
    Peter M. Bentler

    University of California, Los Angeles, United States

    9 publications · 29.3K citations

    9

    h-index

  3. MW
    Michael W. McCracken

    Federal Reserve Bank of St. Louis, United States

    8 publications · 571 citations

    8

    h-index

  4. JN
    Jeffrey N. Rouder

    University of Missouri, United States

    8 publications · 494 citations

    8

    h-index

  5. PN
    Pratyush Nidhi Sharma

    University of Alabama, United States

    8 publications · 1.5K citations

    8

    h-index

1–5 of 2.6K

Institutions

1.1K

  1. University College London

    London, United Kingdom

    16 h-index

    37 publications

    6.2K citations

  2. University of Pennsylvania

    Philadelphia, United States

    15 h-index

    27 publications

    2.1K citations

  3. University of Minnesota

    Minneapolis, United States

    14 h-index

    22 publications

    2.5K citations

  4. University of Amsterdam

    Amsterdam, The Netherlands

    14 h-index

    32 publications

    2.2K citations

  5. University of California, Davis

    Davis, United States

    14 h-index

    33 publications

    2K citations

  6. Pennsylvania State University

    State College, United States

    14 h-index

    34 publications

    4.9K citations

  7. University of Wisconsin–Madison

    Madison, United States

    14 h-index

    28 publications

    4K citations

  8. Vanderbilt University

    Nashville, United States

    13 h-index

    16 publications

    992 citations

1–8 of 1.1K

Venues

  1. Journal of the American Statistical Association

    34 publications · 7.9K citations

    23

    h-index

  2. arXiv (Cornell University)

    Repository · 38 publications · 2.7K citations

    19

    h-index

  3. Psychological Methods

    23 publications · 2.8K citations

    18

    h-index

  4. Multivariate Behavioral Research

    MBR · 17 publications · 1.9K citations

    16

    h-index

  5. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 18 publications · 897 citations

    15

    h-index

1–5