In this paper, a family of mean past weighted (MPWα) distributions of order α is introduced. For the construction of this family, the concepts of the mean inactivity time and cumulative α-class past entropy are used. Distributional properties and stochastic comparisons with other known weighted distributions are given. Furthermore, an upper bound for the k-order moment of the random variables associated with the new family and a characterization result are obtained. Generalized discrete mixtures that involve MPWα distributions and other weighted distributions are also explored.
A family of weighted distributions based on the mean inactivity time and cumulative past entropies / Cali', Camilla; Longobardi, Maria; Psarrakos, Georgios. - In: RICERCHE DI MATEMATICA. - ISSN 1827-3491. - 70:2(2021), pp. 395-409. [10.1007/s11587-019-00475-7]
A family of weighted distributions based on the mean inactivity time and cumulative past entropies
Calì Camilla;Longobardi Maria;
2021
Abstract
In this paper, a family of mean past weighted (MPWα) distributions of order α is introduced. For the construction of this family, the concepts of the mean inactivity time and cumulative α-class past entropy are used. Distributional properties and stochastic comparisons with other known weighted distributions are given. Furthermore, an upper bound for the k-order moment of the random variables associated with the new family and a characterization result are obtained. Generalized discrete mixtures that involve MPWα distributions and other weighted distributions are also explored.File | Dimensione | Formato | |
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