2022
DOI: 10.1007/s00009-022-02184-2
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The Generalized Omega Function and Its Connection with Some Probability Distributions

Abstract: In this paper, we present a generator function-based mapping called the generalized omega function. We show that a particular class of exponential functions is the asymptotic generalized omega function class. Owing to this property of the new function, it can be utilized for constructing bounded alternatives to cumulative distribution functions and density functions of some well-known random variables, including the Weibull, exponential and standard normal.

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Cited by 1 publication
(2 citation statements)
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“…and let its probability density function [17,19,20] p : I m → R ++ be continuous. Then the probability distribution function [17,23] of the random variable µ is…”
Section: Applications In Probability Theorymentioning
confidence: 99%
See 1 more Smart Citation
“…and let its probability density function [17,19,20] p : I m → R ++ be continuous. Then the probability distribution function [17,23] of the random variable µ is…”
Section: Applications In Probability Theorymentioning
confidence: 99%
“…The research tools of the paper include the functional analysis, discrete mathematics, probability [17,19,20,[22][23][24][25][26][27], convex geometry [28], linear algebra [2], inequality and the mean value [15,16,18,27,[29][30][31][32][33][34] theories, especially the mean value theory. The research methods of the paper are based on the mathematical induction [2,17,18,32], reorder method [2] and the dimension reduction method [32].…”
Section: Introductionmentioning
confidence: 99%