Strategies for mean and modal multivariate local regression

Local polynomial fitting for univariate data has been widely studied and discussed, but up until now the multivariate equivalent has often been deemed impractical, due to the so-called "curse of dimensionality". Here, rather than discounting it completely, density is used as a threshold to...

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Bibliographic Details
Main Author: Taylor, James
Published: Durham University 2012
Subjects:
519
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.550664