کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1144828 | 957435 | 2012 | 7 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Empirical likelihood for partially linear varying-coefficient models with missing response variables and error-prone covariates
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موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
آمار و احتمال
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چکیده انگلیسی
In this study, the empirical likelihood method is applied to the partially linear varying-coefficient model in which some covariates are measured with additive errors and the response variable is sometimes missing. Based on the correction-for-attenuation technique, we define an empirical likelihood-based statistic for the parametric component and show that its limiting distribution is chi-square distribution. The confidence regions of the parameters are constructed accordingly. Furthermore, a simulation study is conducted to evaluate the performance of the proposed method.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of the Korean Statistical Society - Volume 41, Issue 1, March 2012, Pages 97–103
Journal: Journal of the Korean Statistical Society - Volume 41, Issue 1, March 2012, Pages 97–103
نویسندگان
Chuanhua Wei, Changlin Mei,