USP
U-Statistic Permutation Tests of Independence for all Data Types
v0.1.2
·
Jan 27, 2021
·
MIT + file LICENSE
Description
Implements various independence tests for discrete, continuous, and infinite-dimensional data. The tests are based on a U-statistic permutation test, the USP of Berrett, Kontoyiannis and Samworth (2020) <arXiv:2001.05513>, and shown to be minimax rate optimal in a wide range of settings. As the permutation principle is used, all tests have exact, non-asymptotic Type I error control at the nominal level.
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| 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 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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: ‘Thomas B. Berrett <tom.berrett@warwick.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Thomas", "B."),
family = "Berrett",
role = c("aut", "cre"),
email = "tom.berrett@warwick.ac.uk"),
person(given = "Ioannis",
family = "Kontoyiannis",
role = "aut",
email = "yiannis@maths.cam.ac.uk"),
person(given = c("Richard", "J."),
family = "Samworth",
role = "aut",
email = "r.samworth@statslab.cam.ac.uk"))
as necessary.
The Description field contains
<arXiv:2001.05513>, and shown to be minimax rate optimal in a wide
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Thomas B. Berrett <tom.berrett@warwick.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Thomas", "B."),
family = "Berrett",
role = c("aut", "cre"),
email = "tom.berrett@warwick.ac.uk"),
person(given = "Ioannis",
family = "Kontoyiannis",
role = "aut",
email = "yiannis@maths.cam.ac.uk"),
person(given = c("Richard", "J."),
family = "Samworth",
role = "aut",
email = "r.samworth@statslab.cam.ac.uk"))
as necessary.
The Description field contains
<arXiv:2001.05513>, and shown to be minimax rate optimal in a wide
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
OK
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
*
NOTE
r-oldrel-macos-arm64
LazyData
'LazyData' is specified without a 'data' directory
NOTE
r-oldrel-macos-x86_64
LazyData
'LazyData' is specified without a 'data' directory
NOTE
r-oldrel-windows-x86_64
LazyData
'LazyData' is specified without a 'data' directory
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
*
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Thomas B. Berrett <tom.berrett@warwick.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Thomas", "B."),
family = "Berrett",
role = c("aut", "cre"),
email = "tom.berrett@warwick.ac.uk"),
person(given = "Ioannis",
family = "Kontoyiannis",
role = "aut",
email = "yiannis@maths.cam.ac.uk"),
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Thomas B. Berrett <tom.berrett@warwick.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Thomas", "B."),
family = "Berrett",
role = c("aut", "cre"),
email = "tom.berrett@warwick.ac.uk"),
person(given = "Ioannis",
family = "Kontoyiannis",
role = "aut",
email = "yiannis@maths.cam.ac.uk"),
NOTE
r-oldrel-macos-arm64
LazyData
'LazyData' is specified without a 'data' directory
NOTE
r-oldrel-macos-x86_64
LazyData
'LazyData' is specified without a 'data' directory
NOTE
r-oldrel-windows-x86_64
LazyData
'LazyData' is specified without a 'data' directory
Reverse Dependencies (1)
suggests
Dependency Network
Version History
new
0.1.2
Mar 10, 2026