Concepedia

Hierarchical Bayesian Model

A Hierarchical Bayesian Model is a probabilistic model that belongs to the class of Bayesian statistical models and is distinguished by its incorporation of multiple levels of parameters, wherein higher-level parameters govern the distribution of lower-level parameters, thereby enabling the modeling of complex dependencies and uncertainty propagation through conditional probability specifications across hierarchical layers.

2.9K

Publications

209.7K

Citations

11.5K

Authors

2.8K

Institutions

Publications per year

2017–2026

1.1K

Variants

Hierarchical Bayesian ModelsMultilevel Bayesian ModelMultilevel Bayesian Models

Parents

Publications

2.9K

Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128·9 million children, adolescents, and adults

Leandra Abarca-Gómez, Ziad Abdeen, Zargar Abdul Hamid et al. · The Lancet · 2017 · 7.6K citations · Full text

, , +17

Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4·4 million participants

Bin Zhou, Yuan Lu, Kaveh Hajifathalian et al. · The Lancet · 2016 · 4.4K citations · Full text

, , +16

The American Statistician

The American Statistician · 1947 · 3.7K citations

, , +12

Worldwide trends in hypertension prevalence and progress in treatment and control from 1990 to 2019: a pooled analysis of 1201 population-representative studies with 104 million participants

Bin Zhou, Rodrigo M. Carrillo‐Larco, Goodarz Danaei et al. · The Lancet · 2021 · 3.7K citations · Full text

, , +16

A Bayesian Hierarchical Model for Learning Natural Scene Categories

Li Fei-Fei, Pietro Perona · 2005 · 3.6K citations

, , +13

1–5 of 2.9K

Authors

11.5K

  1. BP
    Bradley P. Carlin

    University of Minnesota, United States

    22 publications · 2.4K citations

    19

    h-index

  2. SR
    Sylvia Richardson

    Imperial College London, United Kingdom

    17 publications · 4.3K citations

    17

    h-index

  3. ME
    Majid Ezzati

    Imperial College London, United Kingdom

    14 publications · 20K citations

    14

    h-index

  4. MP
    Martin Pelikán

    University of Illinois Urbana-Champaign, United States

    15 publications · 846 citations

    13

    h-index

  5. KΕ
    Klaas Ε. Stephan

    University College London, United Kingdom

    13 publications · 1.5K citations

    12

    h-index

1–5 of 11.5K

Institutions

2.8K

  1. Imperial College London

    London, United Kingdom

    46 h-index

    327 publications

    327.2K citations

  2. Harvard University

    Cambridge, United States

    36 h-index

    133 publications

    25.2K citations

  3. Duke University

    Durham, United States

    35 h-index

    126 publications

    8.1K citations

  4. Columbia University

    New York, United States

    34 h-index

    87 publications

    6.1K citations

  5. University of California, Berkeley

    Berkeley, United States

    32 h-index

    84 publications

    15.1K citations

  6. University College London

    London, United Kingdom

    31 h-index

    152 publications

    17.9K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    31 h-index

    118 publications

    7K citations

  8. University of Oxford

    Oxford, United Kingdom

    29 h-index

    128 publications

    9.4K citations

1–8 of 2.8K

Venues

  1. Journal of the American Statistical Association

    84 publications · 6.5K citations

    40

    h-index

  2. Statistics in Medicine

    70 publications · 6.1K citations

    30

    h-index

  3. Monthly Notices of the Royal Astronomical Society

    45 publications · 1.9K citations

    27

    h-index

  4. PLoS ONE

    50 publications · 2.2K citations

    27

    h-index

  5. arXiv (Cornell University)

    Repository · 47 publications · 3.1K citations

    24

    h-index

1–5