文章基本信息

标题：On Interval Estimating Regression
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作者：Marcin Michalak
期刊名称：Computer Science & Information Technology
电子版ISSN：2231-5403
出版年度：2014
卷号：4
期号：6
页码：45-53
DOI：10.5121/csit.2014.4605
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：This paper presents a new look on the well-known nonparametric regression estimator – theNadaraya-Watson kernel estimator. Though it was invented 50 years ago it still being applied inmany fields. After these yearsfoundations of uncertainty theory – interval analysis – are joinedwith this estimator. The paper presents the background of Nadaraya-Watson kernel estimatortogether with the basis of interval analysis and shows the interval Nadaraya-Watson kernelestimator.
关键词：Interval Analysis; Nonparametric Regression; Nadaraya-Watson Kernel Estimator.