On Mathai–Haubold Past Entropy Measure

In this paper, Mathai–Haubold past entropy measure is proposed and its properties are studied. Also some generalized inequalities related to Mathai–Haubold entropy measure are discussed. A Kernel based non-parametric estimator for the proposed measure is provided when the underlying sample follows ρ...

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Veröffentlicht in:Journal of the Indian Society for Probability and Statistics 2024-06, Vol.25 (1), p.327-342
Hauptverfasser: Das, Oindrali, Chakraborty, Siddhartha, Pradhan, Biswabrata
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Sprache:eng
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Zusammenfassung:In this paper, Mathai–Haubold past entropy measure is proposed and its properties are studied. Also some generalized inequalities related to Mathai–Haubold entropy measure are discussed. A Kernel based non-parametric estimator for the proposed measure is provided when the underlying sample follows ρ -mixing dependence condition. The consistency property and asymptotic normality of the proposed estimator are established. A simulation study is conducted to assess the performance of the estimator. A data set is analyzed for illustrative purposes.
ISSN:2364-9569
2364-9569
DOI:10.1007/s41096-024-00183-y