Modified and Restricted r-k Class Estimators

---

Atıf İçin Kopyala

Siray G.

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, cilt.43, sa.24, ss.5130-5155, 2014 (SCI-Expanded)

• Yayın Türü: Makale / Tam Makale
• Cilt numarası: 43 Sayı: 24
• Basım Tarihi: 2014
• Doi Numarası: 10.1080/03610926.2012.744050
• Dergi Adı: COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
• Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
• Sayfa Sayıları: ss.5130-5155
• Çukurova Üniversitesi Adresli: Evet

Özet

In this article, we introduce the modified r-k class estimator and the restricted r-k class estimator. We compare the performances of the new estimators to the r-k class estimator with respect to the matrix mean square error (MSE) criterion. As a special case of the restricted r-k class estimator, we obtain the restricted principal components regression (RPCR) estimator. Finally, we conduct a Monte Carlo simulation study and a numerical example to investigate the performances of the proposed estimators by the scalar mean square error (mse) criterion.