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The new Poisson mixed weighted Lindley distribution with applications to insurance claims data [PDF]
Songklanakarin Journal of Science and Technology (SJST), 2020 Mixed Poisson distributions have been applied for overdispersed count data analysis. In this paper, an alternative mixed Poisson distribution is proposed.
Yupapin Atikankul +2 more
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Weighted Naive Bayes Text Classification Algorithm Based on Poisson Distribution [PDF]
Jisuanji gongcheng, 2020 Naive Bayes(NB) algorithm is simple and efficient when applied to text classification,but it has a bottleneck in accuracy due to the intrinsic assumption that attribute independence and attribute importance are consistent.To solve this problem,this paper
ZHAO Bowen, WANG Lingjiao, GUO Hua
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Inertia measurement of exponentially weighted moving average control chart based on autocorrelated attribute data [PDF]
مدیریت تولید و عملیات, 2022 Purpose: This paper aims to study the effect of inertia on the performance of the EWMA control chart for attribute characteristics and to investigate the effects of inertia properties on control charts with attribute characteristics.Design/methodology ...
Poune Ghasemian Asl, Rassoul Noorossana
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Austrian Journal of Statistics, 2021 A new continuous four-parameter lifetime distribution is introduced by compounding the distribution of the maximum of a sequence of an independently identically exponentiated Lomax distributed random variables and zero truncated Poisson random variable ...
Devendra Kumar +3 more
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A new extension of Poisson distribution for asymmetric count data: theory, classical and Bayesian estimation with application to lifetime data [PDF]
PeerJ Computer Science, 2023 Several research investigations have stressed the importance of discrete data analysis and its relevance to actual events. The current work focuses on a new discrete distribution with a single parameter that can be derived using the Poisson mixing ...
Abdullah Alomair, Muhammad Ahsan-ul-Haq
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Applied Sciences, 2023 Poisson-Exponentially Weighted Moving Average (PEWMA) charts are one of the most frequently used control charts for monitoring count data. But as real-world data often shows overdispersion—prevalent in manufacturing, health care, economics, and marketing—
Nuşin Uncu, Melik Koyuncu
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Science and Technology Indonesia, 2023 The classical Poisson distribution assumes equidispersion and this is hardly the case when given count observations. To improve efficiency and general applicability for dispersed data, this paper obtains a new mixing probability distribution using ...
Ademola Adetunji +1 more
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Global Ecology and Conservation, 2021 Species distribution maps are important tools for wildlife conservation planning and management. To model koala distributions, usually, a spatially representative sample of koala populations is collected through systematic field surveys. Details of koala
Ravi Bandara Dissanayake +3 more
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Mathematics, 2020 We introduce a new multivariate regression model based on the generalized Poisson distribution, which we called geographically-weighted multivariate generalized Poisson regression (GWMGPR) model, and we present a maximum likelihood step-by-step procedure
Sarni Maniar Berliana +3 more
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Statistical Properties and Different Estimation Procedures of Poisson–Lindley Distribution
Journal of Statistical Theory and Applications (JSTA), 2021 In this paper, we propose a new class of distributions by compounding Lindley distributed random variates with the number of variates being zero-truncated Poisson distribution.
Mohammed Amine Meraou, Mohammad Z. Raqab
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