Transmuted Lower Record Type Frechet Distribution with Lifetime Regression Analysis Based on Type I-Censored Data
Küçük Resim Yok
Tarih
2021
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Atlantis Press
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
This paper introduces a new lifetime distribution by mixing the first two lower record values and various distributional properties are examined. Statistical inference on distribution parameters are discussed with five estimators. A Monte Carlo simulation study is carried out to evaluate the risk behavior of these estimators for different sample of sizes. The distribution modeling analysis is provided based on real data to demonstrate the fitting ability of the proposed model. In addition, a lifetime regression model is described by re-parameterization on the log lifetimes. The superiority of proposed regression model is revealed in well-known models. (C) 2021 The Authors. Published by Atlantis Press B.V.
Açıklama
Anahtar Kelimeler
Frechet Distribution, Lower Records, Point Estimates, Lifetime Regression
Kaynak
Journal Of Statistical Theory And Applications
WoS Q Değeri
Scopus Q Değeri
Q4
Cilt
20
Sayı
1
