Some results on m-linearly extended negative quadrant dependent random variables
Sign Up to like & getrecommendations! Published in 2025 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2025.2499015
Abstract: Abstract In this article, we introduce a novel concept of dependency structure, namely the m-linearly extended negative quadrant dependent (m-LENQD) structure of random variables (rv’s). After defining this new dependency structure, we provide several examples… read more here.
Keywords: negative quadrant; linearly extended; random variables; extended negative ... See more keywords
Extended negative binomial hurdle models
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DOI: 10.1177/0962280218766567
Abstract: Poisson models are widely used for statistical inference on count data. However, zero-inflation or zero-deflation with either overdispersion or underdispersion could occur. Currently, there is no available model for count data, that allows excessive occurrence… read more here.
Keywords: extended negative; hurdle models; binomial hurdle; model ... See more keywords
Advancing the Analysis of Extended Negative Dependence Random Variables: A New Concentration Inequality and Its Applications for Linear Models
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DOI: 10.3390/axioms13080511
Abstract: This paper introduces an innovative concentration inequality for Extended Negative Dependence (END) random variables, providing new insights into their almost complete convergence. We apply this inequality to analyze END variable sequences, particularly focusing on the… read more here.
Keywords: negative dependence; inequality; random variables; extended negative ... See more keywords