کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10524698 957594 2005 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز عددی
پیش نمایش صفحه اول مقاله
Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences
چکیده انگلیسی
Consider the nonparametric regression model Yni=g(xni)+εni for i=1,…,n, where g is unknown, xni are fixed design points, and εni are negatively associated random errors. Nonparametric estimator gn(x) of g(x) will be introduced and its asymptotic properties are studied. In particular, the pointwise and uniform convergence of gn(x) and its asymptotic normality will be investigated. This extends the earlier work on independent random errors (e.g. see J. Multivariate Anal. 25(1) (1988) 100).
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Multivariate Analysis - Volume 95, Issue 2, August 2005, Pages 227-245
نویسندگان
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