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Bayesian estimation using Lindley’s approximation of Inverted Kumaraswamy distribution based on lower record values

Authors: Sana; Faizan, Mohammad; Khan, Athar Ali;

Bayesian estimation using Lindley’s approximation of Inverted Kumaraswamy distribution based on lower record values

Abstract

In this paper, we have considered estimation of unknown parameters based on lower record values for Inverted Kumaraswamy distribution. Maximum likelihood and approximate Bayes estimators based on lower record values for unknown parameters of this distribution are obtained. Lindley’s approximation (L-approximation) is used to obtain approximate Bayes estimators under DeGroot loss function based on lower record values. A Simulation study and a real data analysis are presented to illustrate the results. Publisher's Version

Country
Turkey
Keywords

Lindley’s approximation, Inverted Kumaraswamy distribution, Bayesian estimation, Maximum likelihood estimation, DeGroot loss function

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green