Name: Variable Kernel Density Estimation
Keywords: Kernel estimators, adaptive estimation, nearest-neighbor estimators, balloongrams, nonparametric smoothing, 62G05, 62G20

Variable Kernel Density Estimation

Other literature type English OPEN

Terrell, George R.; Scott, David W.; (1992)

Publisher: The Institute of Mathematical Statistics

Journal: issn: 0090-5364

Related identifiers: doi: 10.1214/aos/1176348768
Subject: Kernel estimators | adaptive estimation | nearest-neighbor estimators | balloongrams | nonparametric smoothing | 62G05 | 62G20

We investigate some of the possibilities for improvement of univariate and multivariate kernel density estimates by varying the window over the domain of estimation, pointwise and globally. Two general approaches are to vary the window width by the point of estimation a... View more

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