Concepedia

Bayesian Loss Modeling

Bayesian Loss Modeling is a statistical modeling framework within loss distribution analysis that employs Bayesian inference to estimate and update the parameters of loss severity and frequency distributions by incorporating prior knowledge and observed data.

105

Publications

5.9K

Citations

214

Authors

123

Institutions

Publications per year

2017–2026

20

Parents

Publications

105

Bayesian Estimation and Prediction Using Asymmetric Loss Functions

Arnold Zellner · Journal of the American Statistical Association · 1986 · 864 citations

, , +16

Bayesian Loss for Crowd Count Estimation With Point Supervision

Zhiheng Ma, Xing Wei, Xiaopeng Hong et al. · 2019 · 580 citations

, , +16

Point estimation under asymmetric loss functions for left-truncated exponential samples

R. Calabria, Gianpaolo Pulcini · Communication in Statistics- Theory and Methods · 1996 · 290 citations

, , +13

Bayesian approach to life testing and reliability estimation using asymmetric loss function

Asit P. Basu, Nader Ebrahimi · Journal of Statistical Planning and Inference · 1991 · 229 citations

, , +12

Estimating Mixtures of Regressions

Merrilee Hurn, Ana Justel, Christian P. Robert · Journal of Computational and Graphical Statistics · 2003 · 210 citations

, , +13

1–5 of 105

Authors

214

  1. US
    Umesh Singh

    Banaras Hindu University, India

    4 publications · 119 citations

    4

    h-index

  2. HR
    Håvard Rue

    Norwegian University of Science and Technology, Norway

    3 publications · 91 citations

    3

    h-index

  3. AZ
    Arnold Zellner

    University of Chicago, United States

    3 publications · 1.1K citations

    3

    h-index

  4. AP
    Ahmad Parsian

    University of Tehran, Iran

    3 publications · 208 citations

    3

    h-index

  5. ZM
    Zhiheng Ma

    Xi'an Jiaotong University, China

    2 publications · 646 citations

    2

    h-index

1–5 of 214

Institutions

123

  1. Banaras Hindu University

    Varanasi, India

    4 h-index

    12 publications

    315 citations

  2. University of Manitoba

    Winnipeg, Canada

    3 h-index

    5 publications

    113 citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    6 publications

    227 citations

  4. Norwegian University of Science and Technology

    Trondheim, Norway

    3 h-index

    4 publications

    135 citations

  5. University of Chicago

    Chicago, United States

    3 h-index

    3 publications

    1.1K citations

  6. Met Office

    Exeter, United Kingdom

    2 h-index

    4 publications

    228 citations

  7. Roma Tre University

    Rome, Italy

    2 h-index

    2 publications

    82 citations

  8. Ferdowsi University of Mashhad

    Mashhad, Iran

    2 h-index

    3 publications

    245 citations

1–8 of 123

Venues

  1. Communication in Statistics- Theory and Methods

    11 publications · 627 citations

    10

    h-index

  2. The Annals of Statistics

    4 publications · 114 citations

    4

    h-index

  3. Journal of Statistical Planning and Inference

    4 publications · 325 citations

    4

    h-index

  4. The Journal of Operational Risk

    3 publications · 50 citations

    3

    h-index

  5. arXiv (Cornell University)

    Repository · 3 publications · 114 citations

    3

    h-index

1–5