Skip to content

IndepTest

Nonparametric Independence Tests Based on Entropy Estimation

v0.2.0 · Aug 23, 2018 · GPL

Description

Implementations of the weighted Kozachenko-Leonenko entropy estimator and independence tests based on this estimator, (Kozachenko and Leonenko (1987) <http://mi.mathnet.ru/eng/ppi797>). Also includes a goodness-of-fit test for a linear model which is an independence test between covariates and errors.

Downloads

265

Last 30 days

16249th

617

Last 90 days

2.4K

Last year

Trend: +36.6% (30d vs prior 30d)

CRAN Check Status

2 NOTE
12 OK
Show all 14 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-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 (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Daniel Grose <dan.grose@lancaster.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Thomas", "B."),
                      family = "Berrett",
                      role = "aut",
                      email = "t.berrett@statslab.cam.ac.uk"),
               person(given = c("Daniel", "J."),
                      family = "Grose",
                      role = c("cre", "ctb"),
                      email = "dan.grose@lancaster.ac.uk"),
               person(given = c("Richard", "J."),
                      family = "Samworth",
                      role = "aut",
                      email = "r.samworth@statslab.cam.ac.uk"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Daniel Grose <dan.grose@lancaster.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Thomas", "B."),
                      family = "Berrett",
                      role = "aut",
                      email = "t.berrett@statslab.cam.ac.uk"),
               person(given = c("Daniel", "J."),
                      family = "Grose",
                      role = c("cre", "ctb"),
                      email = "dan.grose@lancaster.ac.uk"),
               person(given = c("Richard", "J."),
                      family = "Samworth",
                      role = "aut",
                      email = "r.samworth@statslab.cam.ac.uk"))
as necessary.

Check History

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: ‘Daniel Grose <dan.grose@lancaster.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Thomas", "B."),
                      family = "Berrett",
                      role = "aut",
      
...[truncated]...
      email = "dan.grose@lancaster.ac.uk"),
               person(given = c("Richard", "J."),
                      family = "Samworth",
                      role = "aut",
                      email = "r.samworth@statslab.cam.ac.uk"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Daniel Grose <dan.grose@lancaster.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Thomas", "B."),
                      family = "Berrett",
                      role = "aut",
      
...[truncated]...
      email = "dan.grose@lancaster.ac.uk"),
               person(given = c("Richard", "J."),
                      family = "Samworth",
                      role = "aut",
                      email = "r.samworth@statslab.cam.ac.uk"))
as necessary.

Dependency Network

Dependencies Reverse dependencies FNN mvtnorm Rdpack IndepTest

Version History

new 0.2.0 Mar 10, 2026
updated 0.2.0 ← 0.1.1 diff Aug 22, 2018
updated 0.1.1 ← 0.1.0 diff Apr 25, 2018
updated 0.1.0 ← 0.0.6 diff Nov 27, 2017
new 0.0.6 Nov 14, 2017