TY - JOUR
T1 - Best Linear Unbiased Estimation and Prediction of Record Values Based on Kumaraswamy Distributed Data
AU - Aldallal, Ramy Abdelhamid
N1 - Publisher Copyright:
© 2022 International Academic Press
PY - 2022/9
Y1 - 2022/9
N2 - 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.
AB - 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.
KW - Best linear unbiased estimation
KW - Best linear unbiased prediction
KW - Kumaraswamy distribution
KW - Moments and product moments
KW - Upper record values
UR - http://www.scopus.com/inward/record.url?scp=85139988921&partnerID=8YFLogxK
U2 - 10.19139/soic-2310-5070-1397
DO - 10.19139/soic-2310-5070-1397
M3 - Article
AN - SCOPUS:85139988921
SN - 2311-004X
VL - 10
SP - 1250
EP - 1266
JO - Statistics, Optimization and Information Computing
JF - Statistics, Optimization and Information Computing
IS - 4
ER -