کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1154021 958365 2006 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Halton and Hammersley sequences in multivariate nonparametric regression
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Halton and Hammersley sequences in multivariate nonparametric regression
چکیده انگلیسی

The present paper generalizes results by Rafajłowicz and Schwabe [2003. Equidistributed designs in nonparametric regression. Statist. Sinica 13, 129–142] for quasi least squares estimators in additive regression to a general multivariate regression setup. Equidistributed sequences of Halton or Hammersley type provide consistent regression estimators with a satisfactory rate of convergence. As those sequences are easy to construct they can serve as suitable experimental designs. Optimal generators for the Halton and Hammersley sequences are found by exhaustive search.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 76, Issue 8, 15 April 2006, Pages 803–812
نویسندگان
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