Concepedia

Canonical Correlation Analysis

Canonical Correlation Analysis is a multivariate statistical method that identifies and quantifies the linear relationships between two sets of variables by computing the maximum correlation between canonical variates formed as linear combinations of variables within each set.

3.1K

Publications

271.1K

Citations

8.7K

Authors

2.6K

Institutions

Publications per year

2017–2026

838

Parents

Publications

3.1K

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

The measurement and antecedents of affective, continuance and normative commitment to the organization

Natalie J. Allen, John P. Meyer · Journal of Occupational Psychology · 1990 · 11.5K citations

, , +12

The Estimation of Economic Relationships using Instrumental Variables

J. D. Sargan · Econometrica · 1958 · 3.4K citations

, , +16

Aspects of Multivariate Statistical Theory

Leon Jay Gleser, Robb J. Muirhead · Technometrics · 1984 · 3.4K citations

, , +13

Canonical Correlation Analysis: An Overview with Application to Learning Methods

David R. Hardoon, Sándor Szedmák, John Shawe‐Taylor · Neural Computation · 2004 · 3.3K citations

, , +14

1–5 of 3.1K

Authors

8.7K

  1. XG
    Xiaorong Gao

    Tsinghua University, China

    21 publications · 4.5K citations

    19

    h-index

  2. YW
    Yijun Wang

    Chinese Academy of Sciences, China

    19 publications · 2.7K citations

    18

    h-index

  3. VD
    Vince D. Calhoun

    Mind Research Network, United States

    26 publications · 1.9K citations

    18

    h-index

  4. TB
    Taha B. M. J. Ouarda

    Institut National de la Recherche Scientifique, Canada

    19 publications · 1.5K citations

    17

    h-index

  5. KL
    Karen Livescu

    Toyota Technological Institute at Chicago, United States

    16 publications · 2.8K citations

    15

    h-index

1–5 of 8.7K

Institutions

2.6K

  1. Chinese Academy of Sciences

    Beijing, China

    31 h-index

    96 publications

    5.7K citations

  2. University of Pennsylvania

    Philadelphia, United States

    25 h-index

    142 publications

    17.3K citations

  3. Tsinghua University

    Beijing, China

    24 h-index

    111 publications

    19.3K citations

  4. University of British Columbia

    Vancouver, Canada

    23 h-index

    75 publications

    3.8K citations

  5. University of California San Diego

    San Diego, United States

    23 h-index

    106 publications

    19.1K citations

  6. University College London

    London, United Kingdom

    21 h-index

    95 publications

    5.9K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    21 h-index

    80 publications

    9.3K citations

  8. Columbia University

    New York, United States

    21 h-index

    38 publications

    1.9K citations

1–8 of 2.6K

Venues

  1. Journal of Climate

    37 publications · 6.5K citations

    29

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  2. arXiv (Cornell University)

    Repository · 62 publications · 3K citations

    27

    h-index

  3. Journal of Neural Engineering

    27 publications · 3.8K citations

    23

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  4. PLoS ONE

    29 publications · 2.1K citations

    22

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  5. IEEE Transactions on Signal Processing

    26 publications · 2K citations

    21

    h-index

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