Concepedia

Bayesian Spatial Prediction

Bayesian Spatial Prediction is a statistical framework for spatial inference that formally quantifies uncertainty in predicted values at unobserved locations by combining prior distributions over spatial processes with observed data through Bayes' theorem.

139

Publications

7.5K

Citations

428

Authors

261

Institutions

Publications per year

2017–2026

36

Parents

Publications

139

Building Statistical Models To Analyze Species Distributions

Andrew M. Latimer, Shanshan Wu, Alan E. Gelfand et al. · Ecological Applications · 2006 · 368 citations

, , +17

Bayesian Nonparametric Spatial Modeling With Dirichlet Process Mixing

Alan E. Gelfand, Athanasios Kottas, Steven N. MacEachern · Journal of the American Statistical Association · 2005 · 361 citations

, , +16

Model Evaluation and Spatial Interpolation by Bayesian Combination of Observations with Outputs from Numerical Models

Montserrat Fuentes, Adrian E. Raftery · Biometrics · 2005 · 273 citations

, , +16

A Full Scale Approximation of Covariance Functions for Large Spatial Data Sets

Huiyan Sang, Jianhua Z. Huang · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 235 citations

, , +16

Bayesian Geostatistical Design

Peter J. Diggle, Søren Lophaven · Scandinavian Journal of Statistics · 2005 · 230 citations · Full text

, , +13

1–5 of 139

Authors

428

  1. AC
    Archie C. A. Clements

    Australian National University, Australia

    5 publications · 433 citations

    5

    h-index

  2. AE
    Alan E. Gelfand

    Duke University, United States

    5 publications · 835 citations

    5

    h-index

  3. SB
    Sudipto Banerjee

    University of Minnesota, United States

    4 publications · 184 citations

    4

    h-index

  4. JV
    James V. Zidek

    University of British Columbia, Canada

    4 publications · 112 citations

    4

    h-index

  5. JC
    Jongeun Choi

    Michigan State University, United States

    3 publications · 94 citations

    3

    h-index

1–5 of 428

Institutions

261

  1. University of British Columbia

    Vancouver, Canada

    7 h-index

    18 publications

    681 citations

  2. The University of Queensland

    Brisbane, Australia

    6 h-index

    10 publications

    470 citations

  3. UCLouvain

    Louvain-la-Neuve, Belgium

    5 h-index

    13 publications

    496 citations

  4. Michigan State University

    East Lansing, United States

    5 h-index

    11 publications

    431 citations

  5. Swiss Tropical and Public Health Institute

    Allschwil, Switzerland

    4 h-index

    15 publications

    1.3K citations

  6. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    4 h-index

    10 publications

    992 citations

  7. Imperial College London

    London, United Kingdom

    4 h-index

    9 publications

    1.1K citations

  8. Duke University

    Durham, United States

    3 h-index

    3 publications

    437 citations

1–8 of 261

Venues

  1. 6

    h-index

  2. Environmetrics

    6 publications · 310 citations

    6

    h-index

  3. Journal of Computational and Graphical Statistics

    JCGS · 4 publications · 123 citations

    4

    h-index

  4. Biometrics

    4 publications · 471 citations

    4

    h-index

  5. 3

    h-index

1–5