Concepedia

Correlation Principal Component Analysis

Correlation Principal Component Analysis is a variant of principal component analysis that applies dimensionality reduction to a dataset by diagonalizing the correlation matrix rather than the covariance matrix, thereby standardizing variables to unit variance prior to transformation.

34

Publications

1.5K

Citations

86

Authors

47

Institutions

Publications per year

2017–2026

7

Parents

Publications

34

A Rotated Principal Component Analysis of the Interannual Variability of the Northern Hemisphere 500 mb Height Field

John D. Horel · Monthly Weather Review · 1981 · 401 citations · Full text

, , +13

Correlation Metric for Generalized Feature Extraction

Yun Fu, Shuicheng Yan, Thomas S. Huang · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2008 · 122 citations

, , +15

A correlation principal component regression analysis of NIR data

Jianguo Sun · Journal of Chemometrics · 1995 · 103 citations

, , +14

Variable selection and interpretation in correlation principal components

Noriah M. Al‐Kandari, Ian T. Jolliffe · Environmetrics · 2005 · 81 citations

, , +12

Data correlation, number of significant principal components and shape of molecules. The K correlation index

Roberto Todeschini · Analytica Chimica Acta · 1997 · 72 citations

, , +15

1–5 of 34

Authors

86

  1. PH
    Peter H. Westfall

    Texas Tech University, United States

    1 publications · 12 citations

    1

    h-index

  2. SD
    Shailesh Dewangan

    National Institute of Technology Rourkela, India

    1 publications · 13 citations

    1

    h-index

  3. CK
    Chandan Kumar Biswas

    National Institute of Technology Rourkela, India

    1 publications · 13 citations

    1

    h-index

  4. RB
    Richard B. McCammon

    United States Geological Survey, United States

    1 publications · 42 citations

    1

    h-index

  5. CL
    Curtis L. Hartling

    Oregon Health & Science University, United States

    1 publications · 33 citations

    1

    h-index

1–5 of 86

Institutions

47

  1. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    1 publications

    21 citations

  2. Universidad Complutense de Madrid

    Madrid, Spain

    1 h-index

    2 publications

    140 citations

  3. University of Siena

    Siena, Italy

    1 h-index

    4 publications

    144 citations

  4. Zhejiang University

    Hangzhou, China

    1 h-index

    3 publications

    36 citations

  5. Institut d'Economie Scientifique Et de Gestion

    Puteaux, France

    1 h-index

    1 publications

    21 citations

  6. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    122 citations

  7. University of Washington

    Seattle, United States

    1 h-index

    1 publications

    401 citations

  8. Shahid Beheshti University

    Tehran, Iran

    1 h-index

    2 publications

    26 citations

1–8 of 47

Venues

  1. Journal of Multivariate Analysis

    2 publications · 33 citations

    2

    h-index

  2. Journal of Marketing Research

    1 publications · 14 citations

    1

    h-index

  3. 1

    h-index

  4. Statistical Applications in Genetics and Molecular Biology

    SAGMB · 1 publications · 18 citations

    1

    h-index

  5. Multivariate Behavioral Research

    MBR · 1 publications · 12 citations

    1

    h-index

1–5