کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1147319 957576 2006 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Estimating the support of multivariate densities under measurement error
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز عددی
پیش نمایش صفحه اول مقاله
Estimating the support of multivariate densities under measurement error
چکیده انگلیسی

We consider the problem of estimating the support of a multivariate density based on contaminated data. We introduce an estimator, which achieves consistency under weak conditions on the target density and its support, respecting the assumption of a known error density. Especially, no smoothness or sharpness assumptions are needed for the target density. Furthermore, we derive an iterative and easily computable modification of our estimation and study its rates of convergence in a special case; a numerical simulation is given.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Multivariate Analysis - Volume 97, Issue 8, September 2006, Pages 1702-1717