Concepedia

Random Effects Count Models

Random Effects Count Models is a class of statistical models for count data that incorporate unobserved heterogeneity across observational units by introducing random parameters, typically at the individual or group level, to account for within-unit correlation in longitudinal or clustered data.

56

Publications

7.1K

Citations

168

Authors

114

Institutions

Publications per year

2017–2026

13

Parents

Publications

56

Specification and testing of some modified count data models

John Mullahy · Journal of Econometrics · 1986 · 1.8K citations

, , +10

Using observation-level random effects to model overdispersion in count data in ecology and evolution

Xavier A. Harrison · PeerJ · 2014 · 1.2K citations · Full text

, , +16

A note on modeling vehicle accident frequencies with random-parameters count models

Panagiotis Ch. Anastasopoulos, Fred Mannering · Accident Analysis & Prevention · 2008 · 683 citations

, , +14

A comparison of observation-level random effect and Beta-Binomial models for modelling overdispersion in Binomial data in ecology & evolution

Xavier A. Harrison · PeerJ · 2015 · 408 citations · Full text

, , +17

Trends in Epidemiology of Pediatric Inflammatory Bowel Disease in Canada: Distributed Network Analysis of Multiple Population-Based Provincial Health Administrative Databases

Eric I. Benchimol, Çharles N. Bernstein, Alain Bitton et al. · The American Journal of Gastroenterology · 2017 · 314 citations · Full text

, , +15

1–5 of 56

Authors

168

  1. PC
    Panagiotis Ch. Anastasopoulos

    University at Buffalo, State University of New York, United States

    2 publications · 843 citations

    2

    h-index

  2. XA
    Xavier A. Harrison

    University of Exeter, United Kingdom

    2 publications · 1.6K citations

    2

    h-index

  3. GP
    G. P. Patil

    Pennsylvania State University, United States

    2 publications · 86 citations

    2

    h-index

  4. DL
    Desmond Leddin

    Dalhousie University, Canada

    1 publications · 314 citations

    1

    h-index

  5. HM
    Hubert Maisonneuve

    University of Geneva, Switzerland

    1 publications · 39 citations

    1

    h-index

1–5 of 168

Institutions

114

  1. Oregon State University

    Corvallis, United States

    3 h-index

    13 publications

    2.4K citations

  2. Zoological Society of London

    London, United Kingdom

    2 h-index

    2 publications

    1.6K citations

  3. University of South Carolina

    Columbia, United States

    2 h-index

    3 publications

    101 citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    4 publications

    1.7K citations

  5. National Institute of Standards and Technology

    Gaithersburg, United States

    1 h-index

    1 publications

    38 citations

  6. Escola Nacional de Saúde Pública

    Rio de Janeiro, Brazil

    1 h-index

    7 publications

    98 citations

  7. University of Rochester

    Rochester, United States

    1 h-index

    1 publications

    33 citations

  8. University of Alberta

    Edmonton, Canada

    1 h-index

    1 publications

    314 citations

1–8 of 114

Venues

  1. Economics Letters

    2 publications · 97 citations

    2

    h-index

  2. Accident Analysis & Prevention

    2 publications · 732 citations

    2

    h-index

  3. PeerJ

    2 publications · 1.6K citations

    2

    h-index

  4. Journal of Econometrics

    2 publications · 1.9K citations

    2

    h-index

  5. 2

    h-index

1–5