Concepedia

Severity Regression Models

Severity Regression Models is a statistical modeling framework within claims modeling that specifically quantifies the expected magnitude of insurance claims by regressing claim severity on predictor variables, distinguishing it from frequency models by focusing on the economic impact of individual claims rather than their occurrence count.

13

Publications

743

Citations

37

Authors

19

Institutions

Publications per year

2017–2026

5

Parents

Publications

13

Overall injury risk to different drivers: combining exposure, frequency, and severity models

Young‐Jun Kweon, Kara M. Kockelman · Accident Analysis & Prevention · 2003 · 212 citations

, , +16

Multivariate Frequency-Severity Regression Models in Insurance

Edward W. Frees, Gee Lee, Lu Yang · Risks · 2016 · 139 citations · Full text

, , +16

Why Severity Models Should be Used with Caution

Daniel Teres, Stanley Lemeshow · Critical Care Clinics · 1994 · 110 citations

, , +4

Investigation of road accident severity per vehicle type

George Yannis, Athanasios Theofilatos, Pispiringos George · Transportation research procedia · 2017 · 62 citations · Full text

, , +15

Severity models of cross-median and rollover crashes on rural divided highways in Pennsylvania

Wen Hu, Eric T. Donnell · Journal of Safety Research · 2011 · 50 citations

, , +12

1–5 of 13

Authors

37

  1. EW
    Edward W. Frees

    University of Wisconsin–Madison, United States

    2 publications · 156 citations

    2

    h-index

  2. JT
    Ju Taek Oh

    Korea Transport Institute, South Korea

    1 publications · 30 citations

    1

    h-index

  3. XS
    X. Sheldon Lin

    University of Toronto, Canada

    1 publications · 22 citations

    1

    h-index

  4. LX
    Lichen Xu

    Zhejiang University, China

    1 publications · 38 citations

    1

    h-index

  5. YK
    Young‐Jun Kweon

    Virginia Transportation Research Council, United States

    1 publications · 212 citations

    1

    h-index

1–5 of 37

Institutions

19

  1. First Affiliated Hospital Zhejiang University

    Hangzhou, China

    1 h-index

    10 publications

    380 citations

  2. Universidad de Las Palmas de Gran Canaria

    Las Palmas de Gran Canaria, Spain

    1 h-index

    1 publications

    12 citations

  3. Pennsylvania State University

    State College, United States

    1 h-index

    2 publications

    100 citations

  4. Zhejiang Taizhou Hospital

    Linhai, China

    1 h-index

    1 publications

    38 citations

  5. University of Toronto

    Toronto, Canada

    1 h-index

    3 publications

    66 citations

  6. The University of Melbourne

    Melbourne, Australia

    1 h-index

    1 publications

    12 citations

  7. The University of Texas at Austin

    Austin, United States

    1 h-index

    2 publications

    424 citations

  8. University of Massachusetts Amherst

    Amherst Center, United States

    1 h-index

    1 publications

    110 citations

1–8 of 19

Venues

  1. Risks

    2 publications · 151 citations

    2

    h-index

  2. North American Actuarial Journal

    NAAJ · 2 publications · 37 citations

    2

    h-index

  3. Astin Bulletin

    2 publications · 28 citations

    2

    h-index

  4. Transportation research procedia

    TRPRO · 1 publications · 62 citations

    1

    h-index

  5. Health Services Research

    HSR · 1 publications · 25 citations

    1

    h-index

1–5