Concepedia

Bayesian Areal Data Analysis

Bayesian Areal Data Analysis is a statistical framework within Bayesian spatial analysis that specifically addresses the modeling and inference of areal data by incorporating spatial dependence structures through prior distributions on neighborhood-based random effects.

50

Publications

1.8K

Citations

112

Authors

77

Institutions

Publications per year

2017–2026

9

Parents

Publications

50

Bayesian Areal Wombling for Geographical Boundary Analysis

Haolan Lu, Bradley P. Carlin · Geographical Analysis · 2005 · 113 citations

, , +11

Order-Free Co-Regionalized Areal Data Models with Application to Multiple-Disease Mapping

Xiaoping Jin, Sudipto Banerjee, Bradley P. Carlin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2007 · 110 citations · Full text

, , +17

Identifying food deserts and swamps based on relative healthy food access: a spatio-temporal Bayesian approach

Hui Luan, Jane Law, Matthew Quick · International Journal of Health Geographics · 2015 · 85 citations · Full text

, , +17

Bayesian areal wombling via adjacency modeling

Haolan Lu, Cavan Reilly, Sudipto Banerjee et al. · Environmental and Ecological Statistics · 2007 · 85 citations

, , +8

Comparing hierarchical models for spatio-temporally misaligned data using the deviance information criterion

Li Zhu, Bradley P. Carlin · Statistics in Medicine · 2000 · 80 citations

, , +16

1–5 of 50

Authors

112

  1. BP
    Bradley P. Carlin

    University of Minnesota, United States

    8 publications · 567 citations

    8

    h-index

  2. SB
    Sudipto Banerjee

    University of Minnesota, United States

    6 publications · 331 citations

    6

    h-index

  3. JL
    Jane Law

    University of Waterloo, Canada

    2 publications · 108 citations

    2

    h-index

  4. AM
    A. Marshall McBean

    University of Minnesota, United States

    2 publications · 45 citations

    2

    h-index

  5. HM
    Haijun Ma

    Amgen (United States), United States

    2 publications · 100 citations

    2

    h-index

1–5 of 112

Institutions

77

  1. University of Minnesota

    Minneapolis, United States

    10 h-index

    22 publications

    1.4K citations

  2. University of Minnesota Medical Center

    Minneapolis, United States

    2 h-index

    6 publications

    273 citations

  3. Harvard University

    Cambridge, United States

    2 h-index

    3 publications

    124 citations

  4. Minnesota Department of Health

    Saint Paul, United States

    2 h-index

    6 publications

    273 citations

  5. University of Waterloo

    Waterloo, Canada

    2 h-index

    6 publications

    324 citations

  6. Dana-Farber/Harvard Cancer Center

    Boston, United States

    2 h-index

    3 publications

    124 citations

  7. University of Southampton

    Southampton, United Kingdom

    2 h-index

    2 publications

    35 citations

  8. Lancaster University

    Lancaster, United Kingdom

    2 h-index

    3 publications

    51 citations

1–8 of 77

Venues

  1. Spatial and Spatio-temporal Epidemiology

    3 publications · 120 citations

    3

    h-index

  2. Biometrics

    3 publications · 127 citations

    3

    h-index

  3. Spatial Statistics

    2 publications · 32 citations

    2

    h-index

  4. Journal of Hydrology

    1 publications · 17 citations

    1

    h-index

  5. Statistical Methods in Medical Research

    1 publications · 34 citations

    1

    h-index

1–5