Concepedia

Bayesian Severity Modeling

Bayesian Severity Modeling is a statistical modeling framework within claims severity analysis that employs Bayesian inference to estimate and update the probability distribution of claim amounts by incorporating prior knowledge and observed data.

11

Publications

1.1K

Citations

24

Authors

25

Institutions

Publications per year

2017–2026

2

Parents

Publications

11

A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods

Jianming Ma, Kara M. Kockelman, Paul Damien · Accident Analysis & Prevention · 2007 · 397 citations

, , +16

Bayesian network modelling and analysis of accident severity in waterborne transportation: A case study in China

Likun Wang, Zaili Yang · Reliability Engineering & System Safety · 2018 · 203 citations · Full text

, , +17

Bayesian Multivariate Poisson Regression for Models of Injury Count, by Severity

Jianming Ma, Kara M. Kockelman · Transportation Research Record Journal of the Transportation Research Board · 2006 · 156 citations

, , +17

Empirical Bayesian analysis of accident severity for motorcyclists in large French urban areas

Matthieu de Lapparent · Accident Analysis & Prevention · 2005 · 127 citations

, , +16

Bayesian Multivariate Poisson Regression for Models of Injury Count, by Severity

Jianming Ma, Kara M. Kockelman · Transportation Research Record Journal of the Transportation Research Board · 2006 · 92 citations

, , +17

1–5 of 11

Authors

24

  1. KM
    Kara M. Kockelman

    The University of Texas at Austin, United States

    3 publications · 645 citations

    3

    h-index

  2. JM
    Jianming Ma

    Texas Department of Transportation, United States

    3 publications · 645 citations

    3

    h-index

  3. MM
    Mohammad Mehdi Sepehri

    Tarbiat Modares University, Iran

    1 publications · 39 citations

    1

    h-index

  4. GW
    Gareth W. Peters

    University College London, United Kingdom

    1 publications · 33 citations

    1

    h-index

  5. JV
    Jéssika Viviani Okumura

    Universidade Estadual Paulista (Unesp), Brazil

    1 publications · 32 citations

    1

    h-index

1–5 of 24

Institutions

25

  1. The University of Texas at Austin

    Austin, United States

    3 h-index

    6 publications

    1.3K citations

  2. University of California, Santa Barbara

    Santa Barbara, United States

    1 h-index

    1 publications

    33 citations

  3. Victoria University of Wellington

    Wellington, New Zealand

    1 h-index

    1 publications

    13 citations

  4. University of Tulsa

    Tulsa, United States

    1 h-index

    1 publications

    41 citations

  5. Liverpool John Moores University

    Liverpool, United Kingdom

    1 h-index

    1 publications

    203 citations

  6. Hemorio

    Rio de Janeiro, Brazil

    1 h-index

    1 publications

    32 citations

  7. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    33 citations

  8. London School of Economics and Political Science

    London, United Kingdom

    1 h-index

    1 publications

    33 citations

1–8 of 25

Venues

  1. Accident Analysis & Prevention

    2 publications · 524 citations

    2

    h-index

  2. 2

    h-index

  3. 1

    h-index

  4. SSRN Electronic Journal

    Repository · 1 publications · 33 citations

    1

    h-index

  5. Decision Support Systems

    1 publications · 41 citations

    1

    h-index

1–5