Risk of adverse events in gastrointestinal endoscopy: Zero-inflated Poisson regression mixture model for count data and multinomial logit model for the type of event

M Gemma, F Pennoni, R Tritto, M Agostoni - PLoS One, 2021 - journals.plos.org
Background and aims We analyze the possible predictive variables for Adverse Events
(AEs) during sedation for gastrointestinal (GI) endoscopy. Methods We consider 23,788 GI …

Asymptotic properties of the maximum-likelihood estimator in zero-inflated binomial regression

AO Diallo, A Diop, JF Dupuy - Communications in Statistics-Theory …, 2017 - Taylor & Francis
The zero-inflated binomial (ZIB) regression model was proposed to account for excess zeros
in binomial regression. Since then, the model has been applied in various fields, such as …

General mixed Poisson regression models with varying dispersion

W Barreto-Souza, AB Simas - Statistics and Computing, 2016 - Springer
A general class of mixed Poisson regression models is introduced. This class is based on a
mixing between the Poisson distribution and a distribution belonging to the exponential …

The one‐inflated positive Poisson mixture model for use in population size estimation

RT Godwin - Biometrical Journal, 2019 - Wiley Online Library
The one‐inflated positive Poisson mixture model (OIPPMM) is presented, for use as the
truncated count model in Horvitz–Thompson estimation of an unknown population size. The …

Evaluating drug use relapse event rate and its associated factors using Poisson model

A Amirabadizadeh, S Nakhaee, S Ghasemi… - Journal of Substance …, 2021 - Taylor & Francis
Background: Drug use is a chronic and recurrent disease, and many individuals return to
using drugs a short time after rehabilitation treatment. This study investigated factors …

Estimation in zero-inflated binomial regression with missing covariates

AO Diallo, A Diop, JF Dupuy - Statistics, 2019 - Taylor & Francis
We investigate inverse-probability-weighted (IPW) maximum likelihood estimation in zero-
inflated binomial regression with missing-at-random covariates. Large sample properties …

Hemoparasites and their relation to body condition and plumage coloration of the White-necked thrush (Turdus albicollis)

GM De La Torre, FF Freitas, RDO Fratoni… - Ethology Ecology & …, 2020 - Taylor & Francis
Hemoparasites can affect wild birds in numerous ways, but the role of infection occurrence
and intensity on bird physiology and morphology is still little known. Secondary sexual …

Delta boosting implementation of negative binomial regression in actuarial pricing

SCK Lee - Risks, 2020 - mdpi.com
This study proposes an efficacious approach to analyze the over-dispersed insurance
frequency data as it is imperative for the insurers to have decisive informative insights for …

A simulation-based study of ZIP regression with various zero-inflated submodels

E Ali - Communications in Statistics-Simulation and …, 2024 - Taylor & Francis
In this paper, we are interested in the robustness of the estimation in the Zero-Inflated
Poisson regression model, when varying the class membership model of the underlying …

Parameter estimations of zero-inflated negative binomial model with incomplete data

KH Pho, TM Lukusa - Applied Mathematical Modelling, 2024 - Elsevier
When overdispersion and zero-inflated feature are both concerned, Zero-inflated negative
binomial (ZINB) model tends to be more appropriate than the popular Zero-inflated Poisson …