Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models

Kuran, Özge

Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models

Özge KURAN (Dicle Üniversitesi, Fen Fakültesi, İstatistik Bölümü, Diyarbakır, Türkiye)

Fundamentals of contemporary mathematical sciences (Online)

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Yıl: 2024 Cilt: 5 Sayı: 1 Sayfa Aralığı: 25 - 35 Metin Dili: İngilizce İndeks Tarihi: 26-02-2024

Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models

Öz:

One of the new suggested prediction method is the Kibria-Lukman's prediction approach under multicollinearity in linear mixed models and in this article, the generalized Kibria-Lukman estimator and predictor are introduced to combat multicollinearity problem. The comparisons between the proposed generalized Kibria-Lukman estimator/predictor and several other estimators/predictors, namely the best linear unbiased estimator/predictor and Kibria-Lukman estimator/predictor are done by using the matrix mean square error criterion. Lastly, the selection of the biasing parameter is given and to demonstrate the performance of our new de ned prediction method, the greenhouse gases data analysis is made.

Anahtar Kelime: Linear mixed model mean square error generalized Kibria-Lukman predictor multicollinearity

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık

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APA	Kuran Ö (2024). Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. , 25 - 35.
Chicago	Kuran Özge Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. (2024): 25 - 35.
MLA	Kuran Özge Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. , 2024, ss.25 - 35.
AMA	Kuran Ö Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. . 2024; 25 - 35.
Vancouver	Kuran Ö Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. . 2024; 25 - 35.
IEEE	Kuran Ö "Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models." , ss.25 - 35, 2024.
ISNAD	Kuran, Özge. "Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models". (2024), 25-35.

APA	Kuran Ö (2024). Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. Fundamentals of contemporary mathematical sciences (Online), 5(1), 25 - 35.
Chicago	Kuran Özge Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. Fundamentals of contemporary mathematical sciences (Online) 5, no.1 (2024): 25 - 35.
MLA	Kuran Özge Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. Fundamentals of contemporary mathematical sciences (Online), vol.5, no.1, 2024, ss.25 - 35.
AMA	Kuran Ö Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. Fundamentals of contemporary mathematical sciences (Online). 2024; 5(1): 25 - 35.
Vancouver	Kuran Ö Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models. Fundamentals of contemporary mathematical sciences (Online). 2024; 5(1): 25 - 35.
IEEE	Kuran Ö "Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models." Fundamentals of contemporary mathematical sciences (Online), 5, ss.25 - 35, 2024.
ISNAD	Kuran, Özge. "Generalized Kibria-Lukman Prediction Approximation in Linear Mixed Models". Fundamentals of contemporary mathematical sciences (Online) 5/1 (2024), 25-35.