Concepedia

Bayesian Population Synthesis

Bayesian Population Synthesis is a statistical framework for generating synthetic populations by estimating individual-level attributes through Bayesian inference, distinguishing itself from alternative methods by incorporating prior knowledge and uncertainty quantification into the probabilistic reconstruction of population structures from marginal and joint distributions.

29

Publications

1.3K

Citations

119

Authors

58

Institutions

Publications per year

2017–2026

10

Parents

Publications

29

A Bayesian network approach for population synthesis

Lijun Sun, Alexander Erath · Transportation Research Part C Emerging Technologies · 2015 · 190 citations

, , +14

Mining gravitational-wave catalogs to understand binary stellar evolution: A new hierarchical Bayesian framework

Stephen R. Taylor, Davide Gerosa · Physical review. D/Physical review. D. · 2018 · 92 citations · Full text

, , +17

Hepatitis C prevalence in England remains low and varies by ethnicity: an updated evidence synthesis

Ross Harris, Mary Ramsay, Vivian Hope et al. · European Journal of Public Health · 2011 · 88 citations · Full text

, , +15

Changes in severity of 2009 pandemic A/H1N1 influenza in England: a Bayesian evidence synthesis

Anne M. Presanis, Richard Pebody, Beverley Paterson et al. · BMJ · 2011 · 78 citations · Full text

, , +17

An evidence synthesis approach to estimating Hepatitis C Prevalence in England and Wales

Daniela De Angelis, Michael Sweeting, A. E. Ades et al. · Statistical Methods in Medical Research · 2008 · 76 citations

, , +15

1–5 of 29

Authors

119

  1. DD
    Daniela De Angelis

    MRC Biostatistics Unit, United Kingdom

    9 publications · 487 citations

    9

    h-index

  2. AM
    Anne M. Presanis

    MRC Biostatistics Unit, United Kingdom

    6 publications · 250 citations

    6

    h-index

  3. AE
    A. E. Ades

    University of Bristol, United Kingdom

    4 publications · 226 citations

    4

    h-index

  4. ON
    O N Gill

    Public Health England, United Kingdom

    4 publications · 180 citations

    4

    h-index

  5. AG
    Aïcha Goubar

    Inserm, France

    3 publications · 150 citations

    3

    h-index

1–5 of 119

Institutions

58

  1. MRC Biostatistics Unit

    Cambridge, United Kingdom

    8 h-index

    18 publications

    908 citations

  2. Medical Research Council

    London, United Kingdom

    5 h-index

    19 publications

    1.1K citations

  3. University of Bristol

    Bristol, United Kingdom

    4 h-index

    5 publications

    317 citations

  4. Imperial College London

    London, United Kingdom

    3 h-index

    6 publications

    263 citations

  5. Health Protection Agency

    Malé, Maldives

    3 h-index

    3 publications

    200 citations

  6. University College London

    London, United Kingdom

    3 h-index

    3 publications

    142 citations

  7. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    3 h-index

    3 publications

    203 citations

  8. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    4 publications

    160 citations

1–8 of 58

Venues

  1. 2

    h-index

  2. Regional Studies Regional Science

    RSRS · 1 publications · 18 citations

    1

    h-index

  3. Statistics in Medicine

    1 publications · 30 citations

    1

    h-index

  4. Physical review. D/Physical review. D.

    PRD · 1 publications · 92 citations

    1

    h-index

  5. Psychological Bulletin

    1 publications · 36 citations

    1

    h-index

1–5