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FKSUM (version 0.1.0)

Fast Kernel Sums

Description

Implements the method of Hofmeyr, D.P. (2019) <10.1109/TPAMI.2019.2930501> for fast evaluation of univariate kernel smoothers based on recursive computations. Applications to the basic problems of density and regression function estimation are provided, as well as some projection pursuit methods for which the objective is based on non-parametric functionals of the projected density, or conditional density of a response given projected covariates.

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Install

install.packages('FKSUM')

Monthly Downloads

304

Version

0.1.0

License

GPL

Maintainer

Last Published

December 2nd, 2019

Functions in FKSUM (0.1.0)