Multivariate Density Estimation

Multivariate Density Estimation

Theory, Practice, and Visualization

by David W. Scott

317 pages· 1992· ISBN 9780471547709
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Representation and geometry of multivariate data; Nonparametric estimation criteria; Histograms: theory and practice; Frequency polygons; Averaged shifted histograms; Kernel density estimators; The curse of dimensionality and dimension reduction; Nonparametric regression and additive models; Other applications.

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