Concepedia

Bayesian Spatial Variable Selection

Bayesian Spatial Variable Selection is a statistical modeling framework that identifies relevant predictors in spatially referenced data by incorporating Bayesian inference to simultaneously account for spatial dependence and uncertainty in variable inclusion through posterior probabilities.

41

Publications

1.9K

Citations

141

Authors

90

Institutions

Publications per year

2017–2026

9

Parents

Publications

41

The relative importance of landscape properties for woodland birds in agricultural environments

James Q. Radford, Andrew F. Bennett · Journal of Applied Ecology · 2007 · 183 citations

, , +16

Spatial Bayesian Variable Selection With Application to Functional Magnetic Resonance Imaging

Michael S. Smith, Ludwig Fahrmeir · Journal of the American Statistical Association · 2007 · 143 citations

, , +17

Bayesian Geostatistical Modeling of Leishmaniasis Incidence in Brazil

Dimitrios-Alexios Karagiannis-Voules, Ronaldo Guilherme Carvalho Scholte, Luiz Henrique Guimarães et al. · PLoS neglected tropical diseases · 2013 · 98 citations · Full text

, , +17

Malaria risk in Nigeria: Bayesian geostatistical modelling of 2010 malaria indicator survey data

Abbas Bolaji Adigun, Efron N Gajere, Olusola Oresanya et al. · Malaria Journal · 2015 · 93 citations · Full text

, , +17

A Practical Sequential Stopping Rule for High-Dimensional Markov Chain Monte Carlo

Lei Gong, James M. Flegal · Journal of Computational and Graphical Statistics · 2015 · 90 citations

, , +16

1–5 of 41

Authors

141

  1. PV
    Penelope Vounatsou

    Swiss Tropical and Public Health Institute, Switzerland

    9 publications · 530 citations

    9

    h-index

  2. JU
    Jürg Utzinger

    Swiss Tropical and Public Health Institute, Switzerland

    5 publications · 313 citations

    5

    h-index

  3. AS
    Ali Sié

    Centre de Recherche en Santé de Nouna, Burkina Faso

    3 publications · 137 citations

    3

    h-index

  4. LF
    Ludwig Fahrmeir

    Ludwig-Maximilians-Universität München, Germany

    3 publications · 210 citations

    3

    h-index

  5. AL
    Andrew Lawson

    Medical University of South Carolina, United States

    3 publications · 56 citations

    3

    h-index

1–5 of 141

Institutions

90

  1. Swiss Tropical and Public Health Institute

    Allschwil, Switzerland

    10 h-index

    35 publications

    1.9K citations

  2. University of Basel

    Basel, Switzerland

    9 h-index

    33 publications

    1.8K citations

  3. Ludwig-Maximilians-Universität München

    Munich, Germany

    3 h-index

    5 publications

    366 citations

  4. Centre de Recherche en Santé de Nouna

    Nouna, Burkina Faso

    3 h-index

    4 publications

    156 citations

  5. University of Minnesota

    Minneapolis, United States

    3 h-index

    5 publications

    141 citations

  6. Medical University of South Carolina

    Charleston, United States

    3 h-index

    8 publications

    147 citations

  7. Johns Hopkins University

    Baltimore, United States

    2 h-index

    4 publications

    274 citations

  8. North Carolina State University

    Raleigh, United States

    2 h-index

    4 publications

    202 citations

1–8 of 90

Venues

  1. Journal of Computational and Graphical Statistics

    JCGS · 3 publications · 206 citations

    3

    h-index

  2. Parasites & Vectors

    3 publications · 108 citations

    3

    h-index

  3. Biometrics

    2 publications · 50 citations

    2

    h-index

  4. 2

    h-index

  5. NeuroImage

    2 publications · 107 citations

    2

    h-index

1–5