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Improvement of Kernel Type Density Estimators

✍ Scribed by W. R. Schucany and John P. Sommers


Book ID
125215968
Publisher
American Statistical Association
Year
1977
Tongue
English
Weight
756 KB
Volume
72
Category
Article
ISSN
0162-1459

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Multivariate kernel density estimators are known to systematically deviate from the true value near critical points of the density surface. To overcome this difficulty a method based on Rao Blackwell's theorem is proposed. Local corrections of kernel density estimators are achieved by conditioning t