کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1153412 958332 2008 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Some improvements on a boundary corrected kernel density estimator
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Some improvements on a boundary corrected kernel density estimator
چکیده انگلیسی

In a very interesting article, Zhang et al. [1999. An improved estimator of the density function at the boundary. J. Amer. Statist. Assoc. 448, 1231–1241] proposed a new method of boundary correction for kernel density estimation. Their technique is a kind of generalized reflection method involving reflecting a transformation of the data. In this paper, we present a modification to their estimator. We observe that this modification significantly improves the asymptotic bias and variance of their estimator.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 78, Issue 5, 1 April 2008, Pages 499–507
نویسندگان
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