Concepedia

Copula Mutual Information

Copula Mutual Information is a measure of statistical dependence between random variables that quantifies their mutual information based on the copula density function, thus capturing the nonlinear and non-Gaussian interdependencies independent of marginal distributions.

31

Publications

1.5K

Citations

93

Authors

61

Institutions

Publications per year

2017–2026

11

Parents

Publications

31

A statistical framework for neuroimaging data analysis based on mutual information estimated via a gaussian copula

Robin A. A. Ince, Bruno L. Giordano, Christoph Kayser et al. · Human Brain Mapping · 2016 · 406 citations · Full text

, , +17

Mutual information is copula entropy

Jian Ma, Zengqi Sun · Tsinghua Science & Technology · 2011 · 171 citations

, , +15

Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs

Dávid Pál, Barnabás Póczos, Csaba Szepesvári · arXiv (Cornell University) · 2010 · 92 citations · Full text

, , +14

An information theoretic approach to statistical dependence: copula information

RePEc: Research Papers in Economics · 64 citations

, , +16

Determination of Input for Artificial Neural Networks for Flood Forecasting Using the Copula Entropy Method

Chen Lü, Lei Ye, Vijay P. Singh et al. · Journal of Hydrologic Engineering · 2013 · 59 citations

, , +11

1–5 of 31

Authors

93

  1. RA
    Robin A. A. Ince

    University of Glasgow, United Kingdom

    3 publications · 441 citations

    3

    h-index

  2. SP
    Stefano Panzeri

    Italian Institute of Technology, Italy

    2 publications · 47 citations

    2

    h-index

  3. PG
    Philippe G. Schyns

    University of Glasgow, United Kingdom

    2 publications · 426 citations

    2

    h-index

  4. CK
    Christoph Kayser

    Max Planck Institute for Biological Cybernetics, Germany

    2 publications · 426 citations

    2

    h-index

  5. AO
    Arno Onken

    Italian Institute of Technology, Italy

    2 publications · 47 citations

    2

    h-index

1–5 of 93

Institutions

61

  1. University of Glasgow

    Glasgow, United Kingdom

    4 h-index

    12 publications

    2.2K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    5 publications

    270 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    5 publications

    134 citations

  4. Center for Neuroscience and Cognitive Systems

    Rovereto, Italy

    2 h-index

    4 publications

    94 citations

  5. KU Leuven

    Leuven, Belgium

    2 h-index

    6 publications

    106 citations

  6. Italian Institute of Technology

    Genoa, Italy

    2 h-index

    4 publications

    94 citations

  7. Nanjing University

    Nanjing, China

    1 h-index

    5 publications

    295 citations

  8. Hakim Sabzevari University

    Sabzawār, Iran

    1 h-index

    1 publications

    17 citations

1–8 of 61

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 155 citations

    3

    h-index

  2. Journal of Hydrologic Engineering

    1 publications · 59 citations

    1

    h-index

  3. Electronics Letters

    1 publications · 45 citations

    1

    h-index

  4. Revista Colombiana de Estadística

    1 publications · 17 citations

    1

    h-index

  5. NeuroImage

    1 publications · 21 citations

    1

    h-index

1–5