Concepedia

Bayesian Distribution Modeling

Bayesian Distribution Modeling is a probabilistic framework that integrates prior knowledge with observed data through Bayes' theorem to infer posterior distributions over model parameters, distinguishing itself from frequentist approaches by treating parameters as random variables and emphasizing uncertainty quantification in statistical inference.

40

Publications

3.6K

Citations

109

Authors

63

Institutions

Publications per year

2017–2026

20

Parents

Publications

40

Causal Inference Using Potential Outcomes

Donald B. Rubin · Journal of the American Statistical Association · 2005 · 2.2K citations

, , +13

An engineering approach to Bayes estimation for the Weibull distribution

R. Calabria, Gianpaolo Pulcini · Microelectronics Reliability · 1994 · 157 citations

, , +16

Fast and flexible Bayesian species distribution modelling using Gaussian processes

Nick Golding, Bethan V. Purse · Methods in Ecology and Evolution · 2016 · 133 citations · Full text

, , +16

Smart particle filtering for 3D hand tracking

M. Bray, Esther Koller-Meier, Luc Van Gool · 2004 · 115 citations

, , +11

Doing Bayesian Data Analysis

Koji Kosugi, Kazuhiro Maeda, Makoto Hirakawa · The Proceedings of the Annual Convention of the Japanese Psychological Association · 2017 · 85 citations · Full text

, , +12

1–5 of 40

Authors

109

  1. MB
    Munish Bhatia

    Lovely Professional University, India

    2 publications · 25 citations

    2

    h-index

  2. RS
    Robert Stewart

    University of Edinburgh, United Kingdom

    1 publications · 33 citations

    1

    h-index

  3. XG
    Xunhua Guo

    Tsinghua University, China

    1 publications · 20 citations

    1

    h-index

  4. SC
    Simone Ciuti

    University College Dublin, Ireland

    1 publications · 40 citations

    1

    h-index

  5. AE
    Andrew E. Schulman

    Environmental Protection Agency, United States

    1 publications · 25 citations

    1

    h-index

1–5 of 109

Institutions

63

  1. University College Dublin

    Dublin, Ireland

    2 h-index

    8 publications

    236 citations

  2. UK Centre for Ecology & Hydrology

    Wallingford, United Kingdom

    2 h-index

    3 publications

    282 citations

  3. University of Oxford

    Oxford, United Kingdom

    2 h-index

    4 publications

    184 citations

  4. Lovely Professional University

    Phagwāra, India

    2 h-index

    3 publications

    38 citations

  5. La Roche College

    Pittsburgh, United States

    1 h-index

    1 publications

    53 citations

  6. Centro Oceanográfico de Murcia

    San Pedro del Pinatar, Spain

    1 h-index

    2 publications

    34 citations

  7. University of Mazandaran

    Bābolsar, Iran

    1 h-index

    1 publications

    22 citations

  8. Singapore Science Park

    Singapore, Singapore

    1 h-index

    2 publications

    24 citations

1–8 of 63

Venues

  1. Ecography

    3 publications · 156 citations

    3

    h-index

  2. 2

    h-index

  3. Journal of the American Statistical Association

    2 publications · 2.2K citations

    2

    h-index

  4. PeerJ

    1 publications · 17 citations

    1

    h-index

  5. Marine Technology and SNAME News

    1 publications · 33 citations

    1

    h-index

1–5