A Bayesian approach for analyzing zero-inflated clustered count data with dispersion

Author:

Choo-Wosoba Hyoyoung1ORCID,Gaskins Jeremy2,Levy Steven3,Datta Somnath4ORCID

Affiliation:

1. Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute; National Institutes of Health; 9609 Medical Center Drive Rockville Maryland 20850 USA

2. Department of Bioinformatics and Biostatistics; University of Louisville; Louisville Kentucky 40202 USA

3. Department of Preventive and Community Dentistry, Department of Epidemiology; University of Iowa; Iowa City Iowa 52242 USA

4. Department of Biostatistics; University of Florida; Gainesville Florida 32610 USA

Funder

National Institutes of Health

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference32 articles.

1. Zero-inflated Poisson regression, with an application to defects in manufacturing;Lambert;Technometrics,1992

2. Greene WH Accounting for excess zeros and sample selection in poisson and negative binomial regression models 1994 https://ssrn.com/abstract=1293115

3. Zero-inflated Poisson models and C.A.MAN: a tutorial collection of evidence;Böhning;Biometrical J,1998

4. A marginalized zero-inflated Poisson regression model with overall exposure effects;Long;Stat Med,2014

5. On the use of zero-inflated and hurdle models for modeling vaccine adverse event count data;Rose;J Biopharm Stat,2006

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1. Sample size calculations for clustered count data based on zero-inflated discrete Weibull regression models;Communications for Statistical Applications and Methods;2024-01-31

2. Bayesian Conway-Maxwell-Poisson (CMP) regression for longitudinal count data;Communications for Statistical Applications and Methods;2023-05-31

3. Bayesian clustering of multiple zero-inflated outcomes;Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences;2023-03-27

4. The Conway–Maxwell–Poisson Distribution;INST MATH STAT MG;2023-02-28

5. Analyzing dental fluorosis data using a novel Bayesian model for clustered longitudinal ordinal outcomes with an inflated category;Statistics in Medicine;2022-12-27

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