Concepedia

Coregionalization Models

Coregionalization Models is a statistical framework in multivariate geostatistics that jointly models the spatial covariance structure of multiple interrelated variables by decomposing their cross-covariance functions into a linear combination of basic covariance components shared across variables.

40

Publications

3.2K

Citations

71

Authors

45

Institutions

Publications per year

2017–2026

6

Variants

Models Of Coregionalization

Parents

Publications

40

Linear coregionalization model: Tools for estimation and choice of cross-variogram matrix

Michel Goulard, Marc Voltz · Mathematical Geology · 1992 · 384 citations

, , +11

Matérn Cross-Covariance Functions for Multivariate Random Fields

Tilmann Gneiting, William Kleiber, Martin Schlather · Journal of the American Statistical Association · 2010 · 384 citations · Full text

, , +17

Nonstationary multivariate process modeling through spatially varying coregionalization

Alan E. Gelfand, Alexandra M. Schmidt, Sudipto Banerjee et al. · Test · 2004 · 333 citations

, , +11

Cross-Covariance Functions for Multivariate Geostatistics

Marc G. Genton, William Kleiber · Statistical Science · 2015 · 279 citations · Full text

, , +17

Joint simulation of multiple variables with a Markov-type coregionalization model

Alberto S. Almeida, André G. Journel · Mathematical Geology · 1994 · 196 citations

, , +12

1–5 of 40

Authors

71

  1. BP
    Bernard Pelletier

    Institut de Recherche pour le Développement, New Caledonia

    4 publications · 86 citations

    4

    h-index

  2. GL
    Guillaume Larocque

    McGill University, Canada

    4 publications · 86 citations

    4

    h-index

  3. PD
    Pierre Dutilleul

    McGill University, Canada

    4 publications · 86 citations

    4

    h-index

  4. JW
    James W. Fyles

    McGill University, Canada

    4 publications · 86 citations

    4

    h-index

  5. XE
    Xavier Emery

    University of Chile, Chile

    3 publications · 116 citations

    3

    h-index

1–5 of 71

Institutions

45

  1. McGill University

    Montreal, Canada

    4 h-index

    16 publications

    344 citations

  2. Stanford University

    Stanford, United States

    3 h-index

    5 publications

    452 citations

  3. Polytechnique Montréal

    Montreal, Canada

    2 h-index

    3 publications

    229 citations

  4. Decision Sciences (United States)

    Fort Walton Beach, United States

    2 h-index

    2 publications

    488 citations

  5. Universidade Federal do Rio de Janeiro

    Rio de Janeiro, Brazil

    2 h-index

    2 publications

    488 citations

  6. University of Chile

    Santiago, Chile

    2 h-index

    2 publications

    105 citations

  7. Duke University

    Durham, United States

    2 h-index

    2 publications

    488 citations

  8. UCLouvain

    Louvain-la-Neuve, Belgium

    2 h-index

    2 publications

    221 citations

1–8 of 45

Venues

  1. Mathematical Geology

    7 publications · 853 citations

    7

    h-index

  2. Computers & Geosciences

    CAGEO · 6 publications · 185 citations

    6

    h-index

  3. Environmental and Ecological Statistics

    2 publications · 33 citations

    2

    h-index

  4. Environmetrics

    2 publications · 159 citations

    2

    h-index

  5. 2

    h-index

1–5