On Zero-Inflated Alternative Hyper-Poisson Distribution
Statistica, 2022 Here we develop a zero-inflated version of the alternative hyper-Poisson distribution and discuss its important statistical properties such as probability generating function, expressions for mean, variance, factorial moments, skewness, kurtosis ...
Satheesh Kumar, Rakhi Ramachandran
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Risk-adjusted zero-inflated Poisson CUSUM charts for monitoring influenza surveillance data [PDF]
BMC Medical Informatics and Decision Making, 2021 Background The influenza surveillance has been received much attention in public health area. For the cases with excessive zeroes, the zero-inflated Poisson process is widely used.
Yueying Tan +7 more
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Statistical inference for zero-and-one-inflated poisson models
Statistical Theory and Related Fields, 2017 In this paper, a zero-and-one-inflated Poisson (ZOIP) model is studied. The maximum likelihood estimation and the Bayesian estimation of the model parameters are obtained based on data augmentation method.
Yincai Tang, Wenchen Liu, Ancha Xu
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Regression models for count data with excess zeros: A comparison using survey data [PDF]
Tutorials in Quantitative Methods for Psychology, 2023 Presence of excess zeros and the distributions are major concern in modeling count data. Zero inflated and hurdle models are regression techniques which can handle zero inflated count data.
Bhaskar, Adhin +3 more
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Application of Mixture Models for Doubly Inflated Count Data
Analytics, 2023 In health and social science and other fields where count data analysis is important, zero-inflated models have been employed when the frequency of zero count is high (inflated).
Monika Arora, N. Rao Chaganty
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Distribution of clones among hosts for the lizard malaria parasite Plasmodium mexicanum [PDF]
PeerJ, 2021 Background Malaria parasites reproduce asexually, leading to the production of large numbers of genetically identical parasites, here termed a clonal line or clone.
Allison T. Neal
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PEMODELAN JUMLAH KEMATIAN BAYI DI KOTA BANDUNG DENGAN MENGGUNAKAN REGRESI ZERO-INFLATED POISSON
Jurnal Matematika UNAND, 2021 Kematian bayi merupakan salah satu indikator dalam menentukan tingkat kesehatan masyarakat. Salah satu upaya untuk mengurangi jumlah kematian bayi adalah dengan mengkaji faktor-faktor penyebabnya.
AMALIA DWI PUTRI +2 more
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MODELLING ZERO-INFLATED OVER DISPERSED DENGUE DATA VIA ZERO-INFLATED POISSON INVERSE GAUSSIAN REGRESSION MODEL: A CASE STUDY OF BANGLADESH [PDF]
Acta Scientifica MalaysiaBangladesh has been noted for experiencing some of the most susceptible dengue outbreaks in Asia; the country’s location, dense population, and changing environment all play major roles in this.
Sukanta Chakraborty +1 more
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Modeling the distribution of new MRI cortical lesions in multiple sclerosis longitudinal studies. [PDF]
PLoS ONE, 2011 ObjectiveRecent studies have shown the relevance of the cerebral grey matter involvement in multiple sclerosis (MS). The number of new cortical lesions (CLs), detected by specific MRI sequences, has the potential to become a new research outcome in ...
Maria Pia Sormani +5 more
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Zero to k Inflated Poisson Regression Models with Applications
Journal of Statistical Theory and Applications (JSTA), 2023 In the count data set, the frequency of some points may occur more than expected under the standard data analysis models. Indeed, in many situations, the frequencies of zero and of some other points tend to be higher than those of the Poisson.
Hadi Saboori, Mahdi Doostparast
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