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 …
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 (OIPPMM) is presented, for use as the truncated count model in Horvitz–Thompson estimation of an unknown population size. The …
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 …
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 …
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 …
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 …
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 …
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 …