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.
