Concepedia

Multivariate Analysis

Multivariate Analysis is a statistical methodology that belongs to the genus of inferential techniques and is differentiated by its focus on simultaneously analyzing multiple variables to understand their joint distribution, interrelationships, and collective effect on underlying patterns or processes in data.

12.9K

Publications

1.7M

Citations

18.7K

Authors

4.4K

Institutions

Publications per year

2017–2026

1.9K

Parents

Children

Publications

12.9K

Multiple regression: testing and interpreting interactions

Choice Reviews Online · 1992 · 37.2K citations

, , +9

Multivariate Data Analysis.

H. Herne, William W. Cooley, Paul R. Lohnes · Journal of the Royal Statistical Society Series A (General) · 1973 · 35.9K citations

, , +13

A new criterion for assessing discriminant validity in variance-based structural equation modeling

Jörg Henseler, Christian M. Ringle, Marko Sarstedt · Journal of the Academy of Marketing Science · 2014 · 33.7K citations · Full text

, , +15

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

, , +16

A primer on partial least squares structural equation modeling (PLS-SEM)

Adrián Leguina · International Journal of Research & Method in Education · 2015 · 19K citations

, , +10

1–5 of 12.9K

Authors

18.7K

  1. WJ
    W. J. Krzanowski

    University of Exeter, United Kingdom

    49 publications · 5K citations

    28

    h-index

  2. JF
    John F. MacGregor

    McMaster University, Canada

    31 publications · 7.2K citations

    27

    h-index

  3. HO
    Hannu Oja

    44 publications · 2.5K citations

    27

    h-index

  4. DM
    Douglas M. Hawkins

    University of Minnesota, United States

    32 publications · 2.9K citations

    26

    h-index

  5. CG
    Christian Genest

    Université Laval, Canada

    27 publications · 5.9K citations

    24

    h-index

1–5 of 18.7K

Institutions

4.4K

  1. Stanford University

    Stanford, United States

    55 h-index

    142 publications

    37.5K citations

  2. University of Minnesota

    Minneapolis, United States

    48 h-index

    139 publications

    13.2K citations

  3. University of Michigan

    Ann Arbor, United States

    44 h-index

    164 publications

    22.9K citations

  4. KU Leuven

    Leuven, Belgium

    43 h-index

    203 publications

    11.7K citations

  5. University of Toronto

    Toronto, Canada

    43 h-index

    121 publications

    18.8K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    43 h-index

    203 publications

    15.9K citations

  7. Texas A&M University

    College Station, United States

    42 h-index

    123 publications

    6.8K citations

  8. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    42 h-index

    156 publications

    16.5K citations

1–8 of 4.4K

Venues

  1. Journal of the American Statistical Association

    611 publications · 118.9K citations

    149

    h-index

  2. Technometrics

    304 publications · 77.7K citations

    102

    h-index

  3. Biometrika

    370 publications · 60.5K citations

    93

    h-index

  4. Biometrics

    212 publications · 52.9K citations

    83

    h-index

  5. Journal of Multivariate Analysis

    479 publications · 25.7K citations

    79

    h-index

1–5