CHINESE JOURNAL OF APPLIED PROBABILITY AND STATIST 2010, 26(5) 477-484 DOI:      ISSN: 1001-4268 CN: 31-1256

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Estimation of Semivarying-Coefficient Models with the
Correlated Random Errors

Meng Jiafu,Zhang Riquan,Lv Shiqin

Guangxi Institute of Technology,East China Normal University,Taiyuan University of Technology

Abstract��

The estimation of semivarying coefficient
models are studied in this paper. The estimators of the function
coefficient and the constant coefficient are given by modifying the
profile least squares. Furthermore, the asymptotical normalities of
these estimations are investigated. A simulation study is carried
out to compare the proposed methods.

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