FKSUM: Fast Kernel Sums

Implements the method of Hofmeyr, D.P. (2019) <DOI: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.

Package details

AuthorDavid P. Hofmeyr
MaintainerDavid P. Hofmeyr <dhofmeyr@sun.ac.za>
LicenseGPL
Version0.1.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("FKSUM")

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FKSUM documentation built on April 29, 2020, 9:37 a.m.