Concepedia

Multivariate Spatial Covariance

Multivariate Spatial Covariance is a statistical framework that characterizes the joint spatial dependence structure among multiple correlated variables across geographic locations, distinguishing itself from univariate spatial covariance by modeling cross-variable and cross-location covariation simultaneously.

73

Publications

4.9K

Citations

196

Authors

116

Institutions

Publications per year

2017–2026

11

Parents

Publications

73

Computational Methods of Multivariate Analysis in Physical Geography

Computers & Mathematics with Applications · 1977 · 525 citations

, , +16

When good statistical models of aquifer heterogeneity go bad: A comparison of flow, dispersion, and mass transfer in connected and multivariate Gaussian hydraulic conductivity fields

Brendan A. Zinn, Charles F. Harvey · Water Resources Research · 2003 · 399 citations · Full text

, , +17

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

Computational Methods of Multivariate Analysis in Physical Geography.

F. H. C. Marriott, P. M. Mather · Journal of the Royal Statistical Society Series A (General) · 1977 · 253 citations

, , +16

Limitations on low rank approximations for covariance matrices of spatial data

Michael L. Stein · Spatial Statistics · 2013 · 188 citations

, , +16

1–5 of 73

Authors

196

  1. HO
    Hannu Oja

    3 publications · 267 citations

    3

    h-index

  2. MG
    Marc G. Genton

    King Abdullah University of Science and Technology, Saudi Arabia

    3 publications · 248 citations

    3

    h-index

  3. JF
    J. Fernando Vera

    Universidad de Granada, Spain

    2 publications · 37 citations

    2

    h-index

  4. RM
    Rodrigo Macías

    Universidad de Granada, Spain

    2 publications · 37 citations

    2

    h-index

  5. DE
    David E. Tyler

    Rutgers, The State University of New Jersey, United States

    2 publications · 58 citations

    2

    h-index

1–5 of 196

Institutions

116

  1. Texas A&M University

    College Station, United States

    8 h-index

    20 publications

    1.4K citations

  2. Sapienza University of Rome

    Rome, Italy

    4 h-index

    4 publications

    74 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    460 citations

  4. Duke University

    Durham, United States

    2 h-index

    2 publications

    176 citations

  5. Feinstein Institute for Medical Research

    Manhasset, United States

    2 h-index

    8 publications

    308 citations

  6. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    2 publications

    58 citations

  7. Center for Neurosciences

    Tucson, United States

    2 h-index

    8 publications

    308 citations

  8. Northwell Health

    New Hyde Park, United States

    2 h-index

    8 publications

    308 citations

1–8 of 116

Venues

  1. Journal of Multivariate Analysis

    6 publications · 316 citations

    6

    h-index

  2. Mathematical Geology

    4 publications · 166 citations

    4

    h-index

  3. Biometrika

    3 publications · 118 citations

    3

    h-index

  4. 3

    h-index

  5. 3

    h-index

1–5