Concepedia

Count Data Models

Count Data Models is a class of regression models in econometrics that specifically analyze non-negative integer-valued dependent variables by accounting for the discrete nature and potential overdispersion or excess zeros in count outcomes.

2.2K

Publications

211.4K

Citations

3.7K

Authors

1.5K

Institutions

Publications per year

2017–2026

553

Variants

Count Regression Models

Parents

Children

Publications

2.2K

glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling

Kasper Kristensen, Árni Magnússon, Anders Nielsen et al. · The R Journal · 2017 · 12.6K citations · Full text

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Regression Models for Categorical and Limited Dependent Variables.

MTW, J. Scott Long · Journal of the American Statistical Association · 1997 · 7K citations

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Regression Models for Ordinal Data

Peter McCullagh · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1980 · 4.4K citations

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Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing

Diane Lambert · Technometrics · 1992 · 4K citations

, , +16

Econometric Models for Count Data with an Application to the Patents-R & D Relationship

Jerry A. Hausman, Bronwyn H. Hall, Zvi Griliches · Econometrica · 1984 · 3.4K citations

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1–5 of 2.2K

Authors

3.7K

  1. CW
    Christian Weiß

    Helmut Schmidt University, Germany

    34 publications · 1.6K citations

    20

    h-index

  2. DL
    Dominique Lord

    Texas A&M University, United States

    21 publications · 2.4K citations

    18

    h-index

  3. DK
    Dimitris Karlis

    Athens University of Economics and Business, Greece

    19 publications · 1.2K citations

    17

    h-index

  4. RW
    Rainer Winkelmann

    University of Zurich, Switzerland

    20 publications · 1.6K citations

    16

    h-index

  5. FZ
    Fukang Zhu

    Jilin University, China

    19 publications · 674 citations

    16

    h-index

1–5 of 3.7K

Institutions

1.5K

  1. Texas A&M University

    College Station, United States

    21 h-index

    49 publications

    8.4K citations

  2. City University of Hong Kong

    Hong Kong, Hong Kong

    18 h-index

    34 publications

    2.1K citations

  3. University of South Carolina

    Columbia, United States

    18 h-index

    39 publications

    1.8K citations

  4. University of Missouri

    Columbia, United States

    18 h-index

    31 publications

    1.3K citations

  5. Jilin University

    Changchun, China

    18 h-index

    61 publications

    1.6K citations

  6. The University of Texas at Austin

    Austin, United States

    17 h-index

    34 publications

    3.4K citations

  7. UNSW Sydney

    Sydney, Australia

    17 h-index

    27 publications

    4.7K citations

  8. University of Georgia

    Athens, United States

    17 h-index

    26 publications

    3.3K citations

1–8 of 1.5K

Venues

  1. Journal of the American Statistical Association

    65 publications · 14.3K citations

    43

    h-index

  2. Biometrics

    61 publications · 6.2K citations

    35

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 50 publications · 2.7K citations

    31

    h-index

  4. Statistics in Medicine

    54 publications · 4.5K citations

    27

    h-index

  5. Accident Analysis & Prevention

    24 publications · 4.1K citations

    24

    h-index

1–5