Concepedia

Correlation Matrix Modeling

Correlation Matrix Modeling is a statistical methodology that specifies the structure and estimation of pairwise dependence relationships among random variables within a correlation matrix, distinguished by its focus on modeling the interdependencies rather than marginal distributions in multivariate analysis.

639

Publications

42.7K

Citations

1.5K

Authors

772

Institutions

Publications per year

2017–2026

126

Parents

Publications

639

<b>qgraph</b>: Network Visualizations of Relationships in Psychometric Data

Sacha Epskamp, Angélique O. J. Cramer, Lourens Waldorp et al. · Journal of Statistical Software · 2012 · 4.8K citations · Full text

, , +16

Using Generalized Estimating Equations for Longitudinal Data Analysis

Gary A. Ballinger · Organizational Research Methods · 2004 · 1.6K citations · Full text

, , +14

When is a correlation matrix appropriate for factor analysis? Some decision rules.

Charles D. Dziuban, Edwin C. Shirkey · Psychological Bulletin · 1974 · 1.5K citations

, , +15

Multi-Label Image Recognition With Graph Convolutional Networks

Zhao-Min Chen, Xiu-Shen Wei, Peng Wang et al. · 2019 · 1.2K citations

, , +16

Generating random correlation matrices based on vines and extended onion method

Daniel Lewandowski, Dorota Kurowicka, Harry Joe · Journal of Multivariate Analysis · 2009 · 1.1K citations

, , +9

1–5 of 639

Authors

1.5K

  1. MW
    Mike W.‐L. Cheung

    National University of Singapore, Singapore

    5 publications · 745 citations

    5

    h-index

  2. HJ
    Harry Joe

    University of British Columbia, Canada

    4 publications · 1.5K citations

    4

    h-index

  3. MC
    Massimiliano Caporin

    University of Padua, Italy

    4 publications · 439 citations

    4

    h-index

  4. SJ
    Suzanne Jak

    University of Amsterdam, Netherlands

    4 publications · 94 citations

    4

    h-index

  5. AK
    Age K. Smilde

    University of Amsterdam, Netherlands

    3 publications · 243 citations

    3

    h-index

1–5 of 1.5K

Institutions

772

  1. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    18 publications

    809 citations

  2. National University of Singapore

    Singapore, Singapore

    11 h-index

    16 publications

    989 citations

  3. University of Minnesota

    Minneapolis, United States

    8 h-index

    14 publications

    793 citations

  4. Princeton University

    Princeton, United States

    8 h-index

    13 publications

    290 citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    7 h-index

    15 publications

    1.2K citations

  6. University of British Columbia

    Vancouver, Canada

    7 h-index

    15 publications

    1.7K citations

  7. McGill University

    Montreal, Canada

    6 h-index

    13 publications

    662 citations

  8. University of California, Berkeley

    Berkeley, United States

    6 h-index

    12 publications

    417 citations

1–8 of 772

Venues

  1. Psychometrika

    14 publications · 1.6K citations

    13

    h-index

  2. Multivariate Behavioral Research

    MBR · 13 publications · 1.1K citations

    12

    h-index

  3. Biometrika

    12 publications · 765 citations

    12

    h-index

  4. SSRN Electronic Journal

    Repository · 11 publications · 530 citations

    11

    h-index

  5. 11

    h-index

1–5