Concepedia

Covariance Function Estimation

Covariance Function Estimation is a statistical modeling procedure that identifies the mathematical function characterizing the spatial dependence structure among observations by estimating how covariance varies as a function of distance and direction in a given domain.

284

Publications

22.5K

Citations

551

Authors

336

Institutions

Publications per year

2017–2026

45

Parents

Publications

284

Sparse Gaussian Processes using Pseudo-inputs

Edward Snelson, Zoubin Ghahramani · 2005 · 1.3K citations

, , +14

The Retrieval of Harmonics from a Covariance Function

Geophysical Journal International · 1973 · 1.1K citations · Full text

, , +16

Fixed Rank Kriging for Very Large Spatial Data Sets

Noel Cressie, Gardar Johannesson · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 1K citations

, , +17

Analysis of the inheritance, selection and evolution of growth trajectories.

Mark Kirkpatrick, David Lofsvold, Michael Bulmer · Genetics · 1990 · 705 citations · Full text

, , +17

Estimation and Model Identification for Continuous Spatial Processes

Aldo V. Vecchia · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 542 citations

, , +16

1–5 of 284

Authors

551

  1. ML
    Michael L. Stein

    University of Chicago, United States

    7 publications · 407 citations

    7

    h-index

  2. EP
    Emilio Porcu

    Federico Santa María Technical University, Chile

    6 publications · 447 citations

    6

    h-index

  3. PK
    Peter K. Kitanidis

    Stanford University, United States

    5 publications · 816 citations

    5

    h-index

  4. MB
    Moreno Bevilacqua

    University of Valparaíso, Chile

    4 publications · 365 citations

    4

    h-index

  5. DY
    D. Y. Lin

    University of North Carolina at Chapel Hill, United States

    4 publications · 873 citations

    4

    h-index

1–5 of 551

Institutions

336

  1. Texas A&M University

    College Station, United States

    10 h-index

    17 publications

    1.4K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    17 publications

    513 citations

  3. University of Washington

    Seattle, United States

    7 h-index

    8 publications

    1.3K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    7 h-index

    10 publications

    754 citations

  5. University of Chicago

    Chicago, United States

    7 h-index

    10 publications

    643 citations

  6. National University of Singapore

    Singapore, Singapore

    6 h-index

    7 publications

    291 citations

  7. University of California, Berkeley

    Berkeley, United States

    5 h-index

    6 publications

    556 citations

  8. University of Sheffield

    Sheffield, United Kingdom

    5 h-index

    5 publications

    349 citations

1–8 of 336

Venues

  1. Journal of the American Statistical Association

    13 publications · 1.3K citations

    13

    h-index

  2. The Annals of Statistics

    11 publications · 1.2K citations

    11

    h-index

  3. Water Resources Research

    10 publications · 1.2K citations

    10

    h-index

  4. arXiv (Cornell University)

    Repository · 9 publications · 830 citations

    9

    h-index

  5. Biometrika

    8 publications · 666 citations

    8

    h-index

1–5