The r-d class predictions in linear mixed models
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Tarih
2021
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Walter De Gruyter Gmbh
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this paper, we propose the r-d class predictors which are general predictors of the best linear unbiased predictor (BLUP), the principal components regression (PCR) and the Liu predictors in the linear mixed models. Superiorities of the linear combination of the new predictors to each of these predictors are done in the sense of the mean square error matrix criterion. Finally, numerical examples and a simulation study are done to illustrate the findings.
Açıklama
Anahtar Kelimeler
Multicollinearity, Best Linear Unbiased Predictor, Principal Components Regression Predictor, Liu Predictor, R-D Class Predictor
Kaynak
Journal of Inverse and Ill-Posed Problems
WoS Q Değeri
Q1
Scopus Q Değeri
Q2
Cilt
29
Sayı
4
