Skip to content

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>.

Downloads

CRAN

339

Last 30 days

11714th

807

Last 90 days

3.8K

Last year

Trend: +63.8% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

116

Last 90 days

440

Last year

Trend: -41.5% (30d vs prior 30d)

autoCRAN

0

Last 7 days

5

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

2 NOTE
11 OK
Show all 13 flavors
Flavor Status
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-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 (2 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.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 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.
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 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.
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/FKSUM.Rcheck/00install.out' for details.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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

8 tracked
new 1.0.1 Mar 10, 2026
updated 1.0.1 ← 1.0.0 diff Apr 14, 2023
updated 1.0.0 ← 0.1.4 diff Jan 26, 2022
updated 0.1.4 ← 0.1.3 diff Apr 28, 2020
updated 0.1.3 ← 0.1.2 diff Jan 6, 2020
updated 0.1.2 ← 0.1.1 diff Dec 8, 2019
updated 0.1.1 ← 0.1.0 diff Dec 6, 2019
new 0.1.0 Dec 1, 2019