Concepedia

Bayesian Risk Forecasting

Bayesian Risk Forecasting is a risk forecasting method that employs Bayesian inference to update the probability estimates of risk events by systematically integrating prior knowledge with observed data, thereby distinguishing itself through its probabilistic learning framework and coherent treatment of uncertainty.

22

Publications

865

Citations

74

Authors

46

Institutions

Publications per year

2017–2026

7

Parents

Publications

22

An integrated dynamic ship risk model based on Bayesian Networks and Evidential Reasoning

Qing Yu, A.P. Teixeira, Kezhong Liu et al. · Reliability Engineering & System Safety · 2021 · 125 citations

, , +16

Bayesian Value-at-Risk and expected shortfall forecasting via the asymmetric Laplace distribution

Qian Chen, Richard Gerlach, Zudi Lu · Computational Statistics & Data Analysis · 2010 · 90 citations

, , +16

Using the Bayesian updating approach to improve the spatial and temporal transferability of real-time crash risk prediction models

Chengcheng Xu, Wei Wang, Pan Liu et al. · Transportation Research Part C Emerging Technologies · 2013 · 75 citations

, , +15

The use of Bayesian networks for nanoparticle risk forecasting: Model formulation and baseline evaluation

Eric S. Money, Kenneth H. Reckhow, Mark R. Wiesner · The Science of The Total Environment · 2012 · 71 citations

, , +17

Forecasting Political Risk

Derek W. Bunn, M. M. Mustafaoglu · Management Science · 1978 · 58 citations

, , +17

1–5 of 22

Authors

74

  1. EJ
    Eric J. Anderson

    NOAA Great Lakes Environmental Research Laboratory, United States

    1 publications · 33 citations

    1

    h-index

  2. ZY
    Zhifeng Yang

    Beijing Normal University, China

    1 publications · 55 citations

    1

    h-index

  3. DM
    Dennis Mungall

    Ferris State University, United States

    1 publications · 12 citations

    1

    h-index

  4. YZ
    Yicheng Zhu

    University of Pennsylvania, United States

    1 publications · 22 citations

    1

    h-index

  5. MR
    Mark R. Wiesner

    Duke University, United States

    1 publications · 71 citations

    1

    h-index

1–5 of 74

Institutions

46

  1. UNSW Sydney

    Sydney, Australia

    1 h-index

    1 publications

    18 citations

  2. United States Securities and Exchange Commission

    Washington, United States

    1 h-index

    1 publications

    22 citations

  3. The University of Adelaide

    Adelaide, Australia

    1 h-index

    1 publications

    90 citations

  4. Children’s Health Queensland Hospital and Health Service

    Brisbane, Australia

    1 h-index

    1 publications

    18 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    48 citations

  6. SINTEF

    Trondheim, Norway

    1 h-index

    2 publications

    82 citations

  7. Wuhan University of Technology

    Wuhan, China

    1 h-index

    2 publications

    250 citations

  8. National Chung Hsing University

    Taichung, Taiwan

    1 h-index

    1 publications

    19 citations

1–8 of 46

Venues

  1. Reliability Engineering & System Safety

    2 publications · 166 citations

    2

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 1 publications · 90 citations

    1

    h-index

  3. Ecological Indicators

    1 publications · 33 citations

    1

    h-index

  4. The Journal of Arthroplasty

    1 publications · 12 citations

    1

    h-index

  5. Ecological Engineering

    1 publications · 55 citations

    1

    h-index

1–5