Archana Krishnakumar
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View article: Estimation of Weighted Extropy Under the α-Mixing Dependence Condition
Estimation of Weighted Extropy Under the α-Mixing Dependence Condition Open
Introduced as a complementary concept to Shannon entropy, extropy provides an alternative perspective for measuring uncertainty. While useful in areas such as reliability theory and scoring rules, extropy in its original form treats all ou…
View article: Estimation of Weighted Extropy with Focus on Its Use in Reliability Modeling
Estimation of Weighted Extropy with Focus on Its Use in Reliability Modeling Open
In the literature, estimation of weighted extropy is infrequently considered. In this paper, some non-parametric estimators of weighted extropy are given. The validation and comparison of the estimators are implemented with the help of sim…
View article: Estimation of Weighted Extropy with a Focus on Its Use in Reliability Modeling
Estimation of Weighted Extropy with a Focus on Its Use in Reliability Modeling Open
In the literature, estimation of weighted extropy are least considered. In this paper some non parametric estimators of weighted extropy are given. The validation and comparison of the estimators are implemented with the help of simulation…
View article: Extropy Based on Concomitants of Order Statistics in Farlie-Gumbel-Morgenstern Family for Random Variables Representing Past Life
Extropy Based on Concomitants of Order Statistics in Farlie-Gumbel-Morgenstern Family for Random Variables Representing Past Life Open
In this paper, we refined the concept of past extropy measure for concomitants of order statistics from Farlie-Gumbel-Morgenstern family. In addition, cumulative past extropy measure and dynamic cumulative past extropy measure for concomit…
View article: Kernel Estimation of the Extropy Function under α-Mixing Dependent Data
Kernel Estimation of the Extropy Function under α-Mixing Dependent Data Open
Shannon developed the idea of entropy in 1948, which relates to the measure of uncertainty associated with a random variable X. The contribution of the extropy function as a dual complement of entropy is one of the key modern results based…