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FKSUM

Fast Kernel Sums

v1.0.1 · Apr 15, 2023 · GPL

Description

Implements the method of Hofmeyr, D.P. (2021) <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. The package is accompanied by an instructive paper in the Journal of Statistical Software <doi:10.18637/jss.v101.i03>.

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CRAN Check Status

2 NOTE
12 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘David P. Hofmeyr <dhofmeyr@sun.ac.za>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("David", "P."),
                    family = "Hofmeyr",
                    role = c("aut", "cre"),
                    email = "dhofmeyr@sun.ac.za")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘David P. Hofmeyr <dhofmeyr@sun.ac.za>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("David", "P."),
                    family = "Hofmeyr",
                    role = c("aut", "cre"),
                    email = "dhofmeyr@sun.ac.za")
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘David P. Hofmeyr <dhofmeyr@sun.ac.za>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("David", "P."),
                    family = "Hofmeyr",
                    role = c("aut", "cre"),
                    email = "dhofmeyr@sun.ac.za")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘David P. Hofmeyr <dhofmeyr@sun.ac.za>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("David", "P."),
                    family = "Hofmeyr",
                    role = c("aut", "cre"),
                    email = "dhofmeyr@sun.ac.za")
as necessary.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies Rcpp rARPACK MASS Matrix powerPLS FKSUM

Version History

new 1.0.1 Mar 9, 2026