SOME RESULTS FOR ESTIMATING BIVARIATE DENSITIES USING KERNEL, ORTHOGONAL SERIES AND PENALIZED LIKELIHOOD PROCEDURES

In this work, three extensions of univariate nonparametric probability density estimators into two dimensions are analyzed in terms of statistical and numerical properties. The asymptotically optimal smoothing parameters of the bivariate kernel estimate are derived. Since the optimal smoothing param...

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Bibliographic Details
Main Author: NEZAMES, DONNA DALANGAUSKAS
Format: Others
Language:English
Published: 2007
Subjects:
Online Access:http://hdl.handle.net/1911/15572