Best Linear Unbiased Estimation and Prediction of Record Values Based on Kumaraswamy Distributed Data

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Abstract

To predict a future upper record value based on Kumaraswamy distributed data, an explicit expression for single and product moments has been established along with some enhanced expressions that makes the applying process on mathematical softwares easier. The best linear unbiased estimator approach for estimating the parameters and the prediction of future record values have been considered and some important tables have been created to help in the calculation processes. Two illustrative examples based on a simulation study and a real-life data are provided to assess the performance of the introduced results.

Original languageEnglish
Pages (from-to)1250-1266
Number of pages17
JournalStatistics, Optimization and Information Computing
Volume10
Issue number4
DOIs
StatePublished - Sep 2022

Keywords

  • Best linear unbiased estimation
  • Best linear unbiased prediction
  • Kumaraswamy distribution
  • Moments and product moments
  • Upper record values

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