Concepedia

Bayesian Zero-inflated Models

Bayesian Zero-Inflated Models is a Bayesian statistical modeling framework that belongs to the class of mixture models for count data and is specifically characterized by its incorporation of a dual-process structure to simultaneously account for structural zeros and sampling zeros through prior distributions on model parameters.

78

Publications

3.5K

Citations

249

Authors

165

Institutions

Publications per year

2017–2026

28

Parents

Publications

78

Analysis of Multinomial Models With Unknown Index Using Data Augmentation

J. Andrew Royle, Robert M. Dorazio, William A. Link · Journal of Computational and Graphical Statistics · 2007 · 304 citations

, , +16

Bayesian analysis of zero-inflated regression models

Sujit K. Ghosh, Pabak Mukhopadhyay, Jye‐Chyi Lu · Journal of Statistical Planning and Inference · 2004 · 211 citations

, , +13

Testing for Zero Inflation in Count Models: Bias Correction for the Vuong Test

Bruce Desmarais, Jeffrey J. Harden · The Stata Journal Promoting communications on statistics and Stata · 2013 · 175 citations · Full text

, , +11

Comparison of Hierarchical Bayesian Models for Overdispersed Count Data using DIC and Bayes' Factors

Russell B. Millar · Biometrics · 2009 · 149 citations

, , +16

A Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use

Brian Neelon, A. James O’Malley, Sharon‐Lise T. Normand · Statistical Modelling · 2010 · 147 citations · Full text

, , +17

1–5 of 78

Authors

249

  1. BN
    Brian Neelon

    Medical University of South Carolina, United States

    3 publications · 227 citations

    3

    h-index

  2. PV
    Penelope Vounatsou

    Swiss Tropical and Public Health Institute, Switzerland

    3 publications · 129 citations

    3

    h-index

  3. GD
    Getachew Dagne

    University of South Florida, United States

    3 publications · 62 citations

    3

    h-index

  4. SM
    Stacia M. DeSantis

    Medical University of South Carolina, United States

    2 publications · 61 citations

    2

    h-index

  5. JR
    Josemar Rodrigues

    Universidade Federal de São Carlos, Brazil

    2 publications · 78 citations

    2

    h-index

1–5 of 249

Institutions

165

  1. Texas A&M University

    College Station, United States

    4 h-index

    13 publications

    180 citations

  2. Swiss Tropical and Public Health Institute

    Allschwil, Switzerland

    3 h-index

    7 publications

    299 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    5 publications

    105 citations

  4. Medical University of South Carolina

    Charleston, United States

    3 h-index

    5 publications

    174 citations

  5. University of Auckland

    Auckland, New Zealand

    3 h-index

    4 publications

    198 citations

  6. University of South Florida

    Tampa, United States

    3 h-index

    3 publications

    62 citations

  7. North Carolina State University

    Raleigh, United States

    2 h-index

    5 publications

    691 citations

  8. Indiana University School of Medicine

    Indianapolis, United States

    2 h-index

    3 publications

    70 citations

1–8 of 165

Venues

  1. Statistics in Medicine

    5 publications · 186 citations

    4

    h-index

  2. 3

    h-index

  3. Biometrics

    3 publications · 187 citations

    3

    h-index

  4. Biometrical Journal

    2 publications · 52 citations

    2

    h-index

  5. Accident Analysis & Prevention

    2 publications · 137 citations

    2

    h-index

1–5