Concepedia

Zero-inflated Regression

Zero-Inflated Regression is a statistical modeling framework that belongs to the class of regression models designed for count data, distinguished by its incorporation of a dual-process mechanism that separately models structural zeros and sampling zeros to account for excess zero observations beyond what standard count distributions would predict.

661

Publications

38.7K

Citations

2.3K

Authors

1.1K

Institutions

Publications per year

2017–2026

281

Parents

Publications

661

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

Diane Lambert · Technometrics · 1992 · 4K citations

, , +16

Regression Models for Count Data in<i>R</i>

Achim Zeileis, Christian Kleiber, Simon Jackman · Journal of Statistical Software · 2008 · 2.4K citations · Full text

, , +13

Zero‐Inflated Poisson and Binomial Regression with Random Effects: A Case Study

Daniel B. Hall · Biometrics · 2000 · 913 citations

, , +16

Poisson, Poisson-gamma and zero-inflated regression models of motor vehicle crashes: balancing statistical fit and theory

Dominique Lord, Simon Washington, John N. Ivan · Accident Analysis & Prevention · 2004 · 865 citations

, , +15

A general class of zero-or-one inflated beta regression models

Raydonal Ospina, Silvia L. P. Ferrari · Computational Statistics & Data Analysis · 2011 · 530 citations · Full text

, , +9

1–5 of 661

Authors

2.3K

  1. AH
    Andy H. Lee

    Curtin University, Australia

    11 publications · 1.1K citations

    11

    h-index

  2. KK
    Kelvin K.W. Yau

    City University of Hong Kong, Hong Kong SAR China

    10 publications · 1.1K citations

    10

    h-index

  3. JS
    John S. Preisser

    University of North Carolina at Chapel Hill, United States

    7 publications · 375 citations

    7

    h-index

  4. DB
    Daniel B. Hall

    University of Georgia, United States

    6 publications · 1.2K citations

    6

    h-index

  5. JW
    James W. Hardin

    University of South Carolina, United States

    6 publications · 181 citations

    6

    h-index

1–5 of 2.3K

Institutions

1.1K

  1. Curtin University

    Perth, Australia

    17 h-index

    24 publications

    2.1K citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    12 h-index

    23 publications

    1.2K citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    12 h-index

    38 publications

    1.7K citations

  4. City University of Hong Kong

    Hong Kong, Hong Kong

    11 h-index

    14 publications

    1.3K citations

  5. Arizona State University

    Tempe, United States

    10 h-index

    13 publications

    312 citations

  6. Harvard University

    Cambridge, United States

    10 h-index

    10 publications

    294 citations

  7. Johns Hopkins University

    Baltimore, United States

    9 h-index

    23 publications

    978 citations

  8. University of Hong Kong

    Pok Fu Lam, Hong Kong

    9 h-index

    24 publications

    582 citations

1–8 of 1.1K

Venues

  1. PLoS ONE

    24 publications · 946 citations

    19

    h-index

  2. Statistics in Medicine

    17 publications · 779 citations

    14

    h-index

  3. 13

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 12 publications · 1.1K citations

    11

    h-index

  5. Journal of Applied Statistics

    15 publications · 392 citations

    11

    h-index

1–5