Liu-type estimator in semiparametric regression models

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Atıf İçin Kopyala

Akdeniz F., Duran E. A.

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, cilt.80, sa.8, ss.853-871, 2010 (SCI-Expanded)

• Yayın Türü: Makale / Tam Makale
• Cilt numarası: 80 Sayı: 8
• Basım Tarihi: 2010
• Doi Numarası: 10.1080/00949650902821699
• Dergi Adı: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
• Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
• Sayfa Sayıları: ss.853-871
• Çukurova Üniversitesi Adresli: Evet

Özet

In this paper, we introduced a Liu-type estimator for the vector of parameters in a semiparametric regression model. We also obtained the semiparametric restricted Liu-type estimator for the parametric component in a semiparametric regression model. The ideas in the paper are illustrated in a real data example and in a Monte Carlo simulation study.