Concepedia

Tweedie Models

Tweedie Models is a statistical modeling framework belonging to the class of generalized linear models that is distinguished by its use of the Tweedie distribution to handle response variables exhibiting both continuous and discrete components, particularly suitable for modeling claims severity with exact zeros and positive skewness in insurance and actuarial science.

68

Publications

4.4K

Citations

207

Authors

154

Institutions

Publications per year

2017–2026

21

Variants

Tweedie Distribution Models

Parents

Publications

68

A Simple Monotone Process with Application to Radiocarbon-Dated Depth Chronologies

John Haslett, Andrew Parnell · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2008 · 720 citations · Full text

, , +12

Series evaluation of Tweedie exponential dispersion model densities

Peter K. Dunn, Gordon K. Smyth · Statistics and Computing · 2005 · 346 citations · Full text

, , +9

Application of the Tweedie distribution to zero-catch data in CPUE analysis

Hiroshi Shono · Fisheries Research · 2008 · 268 citations

, , +8

Fitting Tweedie's Compound Poisson Model to Insurance Claims Data: Dispersion Modelling

Gordon K. Smyth, Bent Jørgensen · Astin Bulletin · 2002 · 222 citations · Full text

, , +15

Fitting Tweedie's compound poisson model to insurance claims data

Bent Jørgensen, Marta C. Paes De Souza · Scandinavian Actuarial Journal · 1994 · 207 citations

, , +16

1–5 of 68

Authors

207

  1. BJ
    Bent Jørgensen

    University of Southern Denmark, Denmark

    9 publications · 716 citations

    9

    h-index

  2. CC
    Célestin C. Kokonendji

    Centre National de la Recherche Scientifique, France

    8 publications · 285 citations

    8

    h-index

  3. MV
    Mario V. Wüthrich

    ETH Zurich, Switzerland

    4 publications · 181 citations

    4

    h-index

  4. PK
    Peter K. Dunn

    University of the Sunshine Coast, Australia

    3 publications · 574 citations

    3

    h-index

  5. GK
    Gordon K. Smyth

    Walter and Eliza Hall Institute of Medical Research, Australia

    3 publications · 725 citations

    3

    h-index

1–5 of 207

Institutions

154

  1. Laboratoire de Mathématiques Blaise Pascal

    Aubière, France

    6 h-index

    8 publications

    231 citations

  2. University of Southern Denmark

    Odense, Denmark

    6 h-index

    7 publications

    460 citations

  3. Université de Franche-Comté

    Besançon, France

    4 h-index

    6 publications

    152 citations

  4. Walter and Eliza Hall Institute of Medical Research

    Melbourne, Australia

    3 h-index

    4 publications

    1.1K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    122 citations

  6. UNSW Sydney

    Sydney, Australia

    3 h-index

    6 publications

    203 citations

  7. University of Sfax

    Sfax, Tunisia

    3 h-index

    6 publications

    94 citations

  8. Université Bourgogne Franche-Comté

    Besançon, France

    3 h-index

    3 publications

    109 citations

1–8 of 154

Venues

  1. Astin Bulletin

    6 publications · 419 citations

    6

    h-index

  2. Statistics and Computing

    4 publications · 715 citations

    4

    h-index

  3. AStA Advances in Statistical Analysis

    3 publications · 95 citations

    3

    h-index

  4. ICES Journal of Marine Science

    2 publications · 31 citations

    2

    h-index

  5. Statistics in Medicine

    2 publications · 50 citations

    2

    h-index

1–5