Concepedia

Bayesian Predictive Synthesis

Bayesian Predictive Synthesis is a Bayesian framework for combining predictive distributions from multiple models or experts by explicitly modeling their dependencies and assigning dynamic, context-dependent weights through a hierarchical prior structure.

16

Publications

3K

Citations

41

Authors

27

Institutions

Publications per year

2017–2026

6

Parents

Publications

16

Bayesian reaction optimization as a tool for chemical synthesis

Benjamin J. Shields, Jason M. Stevens, Jun Li et al. · Nature · 2021 · 1K citations

, , +14

A Predictive Approach to Model Selection

Seymour Geisser, William F. Eddy · Journal of the American Statistical Association · 1979 · 936 citations

, , +12

A Bayesian network of eutrophication models for synthesis, prediction, and uncertainty analysis

Mark E. Borsuk, Craig A. Stow, Kenneth H. Reckhow · Ecological Modelling · 2003 · 492 citations

, , +16

A Predictive Approach to Model Selection

Seymour Geisser, William F. Eddy · Journal of the American Statistical Association · 1979 · 162 citations

, , +12

Dynamic Bayesian predictive synthesis in time series forecasting

Kenichiro McAlinn, Mike West · Journal of Econometrics · 2018 · 116 citations · Full text

, , +13

1–5 of 16

Authors

41

  1. MW
    Mike West

    Duke University, United States

    3 publications · 196 citations

    3

    h-index

  2. WF
    William F. Eddy

    Carnegie Mellon University, United States

    2 publications · 1.1K citations

    2

    h-index

  3. DW
    Derek W. Bunn

    London Business School, United Kingdom

    2 publications · 38 citations

    2

    h-index

  4. KM
    Kenichiro McAlinn

    Temple University, United States

    2 publications · 177 citations

    2

    h-index

  5. SG
    Seymour Geisser

    University of Minnesota, United States

    2 publications · 1.1K citations

    2

    h-index

1–5 of 41

Institutions

27

  1. Duke University

    Durham, United States

    4 h-index

    8 publications

    1.8K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    2 publications

    1.1K citations

  3. University of Minnesota

    Minneapolis, United States

    2 h-index

    2 publications

    1.1K citations

  4. Michigan State University

    East Lansing, United States

    1 h-index

    2 publications

    34 citations

  5. Imperial College London

    London, United Kingdom

    1 h-index

    1 publications

    14 citations

  6. Vienna University of Economics and Business

    Vienna, Austria

    1 h-index

    1 publications

    13 citations

  7. Aarhus University

    Aarhus, Denmark

    1 h-index

    1 publications

    51 citations

  8. Agricultural Research Service

    Washington, United States

    1 h-index

    1 publications

    17 citations

1–8 of 27

Venues

  1. Journal of the American Statistical Association

    3 publications · 1.2K citations

    3

    h-index

  2. Ecological Modelling

    2 publications · 543 citations

    2

    h-index

  3. Journal of Marketing Research

    2 publications · 38 citations

    2

    h-index

  4. Journal of Econometrics

    1 publications · 116 citations

    1

    h-index

  5. Psychological Bulletin

    1 publications · 36 citations

    1

    h-index

1–5