Concepedia

Spatio-temporal Bayesian Modeling

Spatio-Temporal Bayesian Modeling is a statistical modeling framework that integrates Bayesian inference with spatio-temporal processes to jointly account for spatial dependence, temporal dynamics, and uncertainty quantification through probabilistic hierarchies.

282

Publications

15.8K

Citations

967

Authors

469

Institutions

Publications per year

2017–2026

130

Parents

Publications

282

Bayesian Spatial Modelling with<i>R</i>-<b>INLA</b>

Finn Lindgren, Håvard Rue · Journal of Statistical Software · 2015 · 1.1K citations · Full text

, , +16

Bayesian Computation and Stochastic Systems

Julian Besag, Peter Green, David Higdon et al. · Statistical Science · 1995 · 958 citations · Full text

, , +16

Why environmental scientists are becoming Bayesians

James S. Clark · Ecology Letters · 2004 · 855 citations

, , +15

Bayesian Modelling of Inseparable SpaceTime Variation in Disease Risk

2014 · 536 citations

, , +17

HIERARCHICAL BAYESIAN MODELS FOR PREDICTING THE SPREAD OF ECOLOGICAL PROCESSES

Christopher K. Wikle · Ecology · 2003 · 427 citations

, , +16

1–5 of 282

Authors

967

  1. CK
    Christopher K. Wikle

    University of Missouri, United States

    9 publications · 897 citations

    9

    h-index

  2. VA
    Victor A. Alegana

    Kenya Medical Research Institute, Kenya

    7 publications · 249 citations

    7

    h-index

  3. AE
    Alan E. Gelfand

    Duke University, United States

    7 publications · 687 citations

    7

    h-index

  4. MJ
    Michael J. Yabsley

    University of Georgia, United States

    6 publications · 204 citations

    6

    h-index

  5. AL
    Antonio López‐Quílez

    Universitat de València, Spain

    6 publications · 335 citations

    6

    h-index

1–5 of 967

Institutions

469

  1. University of Southampton

    Southampton, United Kingdom

    11 h-index

    34 publications

    1.6K citations

  2. North Carolina State University

    Raleigh, United States

    10 h-index

    12 publications

    438 citations

  3. University of Missouri

    Columbia, United States

    10 h-index

    18 publications

    1.2K citations

  4. University of Georgia

    Athens, United States

    8 h-index

    12 publications

    376 citations

  5. Swiss Tropical and Public Health Institute

    Allschwil, Switzerland

    8 h-index

    24 publications

    1.1K citations

  6. Medical University of South Carolina

    Charleston, United States

    7 h-index

    17 publications

    339 citations

  7. Imperial College London

    London, United Kingdom

    7 h-index

    22 publications

    2.4K citations

  8. Universitat de València

    Valencia, Spain

    6 h-index

    15 publications

    769 citations

1–8 of 469

Venues

  1. PLoS ONE

    18 publications · 602 citations

    16

    h-index

  2. Environmetrics

    13 publications · 469 citations

    12

    h-index

  3. Scientific Reports

    11 publications · 331 citations

    11

    h-index

  4. 7

    h-index

  5. 6

    h-index

1–5