Concepedia

Covariance Functions

Covariance Function is a mathematical function that specifies the covariance between any two points in a Gaussian process, characterizing the spatial dependence structure by defining how similarity decays with distance in the input space.

685

Publications

51.5K

Citations

1.3K

Authors

641

Institutions

Publications per year

2017–2026

129

Variants

Covariance Function

Parents

Publications

685

An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach

Finn Lindgren, Håvard Rue, Johan Lindström · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 2.7K citations · Full text

, , +15

Spectra of some self-exciting and mutually exciting point processes

Alan G. Hawkes · Biometrika · 1971 · 2.2K citations

, , +10

Construction of correlation functions in two and three dimensions

Gregory Gaspari, Stephen E. Cohn · Quarterly Journal of the Royal Meteorological Society · 1999 · 2K citations

, , +8

The intrinsic random functions and their applications

G. Matheron · Advances in Applied Probability · 1973 · 1.4K citations · Full text

, , +13

Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

Niranjan Srinivas, Andreas Krause, Sham M. Kakade et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2009 · 1.1K citations · Full text

, , +16

1–5 of 685

Authors

1.3K

  1. EP
    Emilio Porcu

    Federico Santa María Technical University, Chile

    24 publications · 1.1K citations

    17

    h-index

  2. CM
    Chunsheng Ma

    Wichita State University, United States

    18 publications · 464 citations

    13

    h-index

  3. KM
    Karin Meyer

    University of New England, Australia

    13 publications · 1.3K citations

    13

    h-index

  4. ML
    Michael L. Stein

    University of Chicago, United States

    12 publications · 1.1K citations

    12

    h-index

  5. MB
    Moreno Bevilacqua

    University of Valparaíso, Chile

    11 publications · 606 citations

    11

    h-index

1–5 of 1.3K

Institutions

641

  1. Wichita State University

    Wichita, United States

    13 h-index

    19 publications

    477 citations

  2. Kagoshima University

    Kagoshima, Japan

    11 h-index

    13 publications

    315 citations

  3. University of Salento

    Lecce, Italy

    11 h-index

    23 publications

    588 citations

  4. Universidad de Granada

    Granada, Spain

    11 h-index

    27 publications

    669 citations

  5. The Ohio State University

    Columbus, United States

    11 h-index

    16 publications

    2.2K citations

  6. University of New England

    Armidale, Australia

    11 h-index

    16 publications

    1.7K citations

  7. University of Washington

    Seattle, United States

    10 h-index

    13 publications

    1.4K citations

  8. Universidad de Jaén

    Jaén, Spain

    10 h-index

    15 publications

    391 citations

1–8 of 641

Venues

  1. Journal of the American Statistical Association

    24 publications · 3.8K citations

    20

    h-index

  2. Water Resources Research

    18 publications · 1.4K citations

    17

    h-index

  3. arXiv (Cornell University)

    Repository · 28 publications · 1.3K citations

    17

    h-index

  4. Environmetrics

    15 publications · 1.1K citations

    14

    h-index

  5. Journal of Multivariate Analysis

    13 publications · 561 citations

    13

    h-index

1–5