Optimal progressive group censoring scheme under cost considerations for pareto distribution
Küçük Resim Yok
Tarih
2013
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
TAYLOR & FRANCIS LTD
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this article, optimal design under the restriction of pre-determined budget of experiment is developed for the Pareto distribution when the life test is progressively group censored. We use the maximum-likelihood method to obtain the point estimator of the Pareto parameter. We propose two approaches to decide the number of test units, the number of inspections, and the length of inspection interval under limited budget such that the asymptotic variance of estimator of Pareto parameter is minimum. A numerical example is given to illustrate the proposed method. Some sensitivity analysis is also studied.
Açıklama
Anahtar Kelimeler
grouped data, interval censoring, maximum-likelihood method, nonlinear mixed integer programming, variance optimality
Kaynak
JOURNAL OF APPLIED STATISTICS
WoS Q Değeri
Q4
Scopus Q Değeri
Q2
Cilt
40
Sayı
11