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ddsPLS

Data-Driven Sparse Partial Least Squares

v1.2.1 · Jan 30, 2024 · MIT + file LICENSE
CRAN GitHub Mirror

Description

A sparse Partial Least Squares implementation which uses soft-threshold estimation of the covariance matrices and therein introduces sparsity. Number of components and regularization coefficients are automatically set.

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CRAN Check Status

4 NOTE
10 OK
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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 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 (4 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Hadrien Lorenzo <hadrien.lorenzo.2015@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hadrien",
                    family = "Lorenzo",
                    role = c("aut", "cre"),
                    email = "hadrien.lorenzo.2015@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Hadrien Lorenzo <hadrien.lorenzo.2015@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hadrien",
                    family = "Lorenzo",
                    role = c("aut", "cre"),
                    email = "hadrien.lorenzo.2015@gmail.com")
as necessary.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 15.2Mb
  sub-directories of 1Mb or more:
    libs  14.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 15.6Mb
  sub-directories of 1Mb or more:
    libs  14.8Mb

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Hadrien Lorenzo <hadrien.lorenzo.2015@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hadrien",
                    family = "Lorenzo",
                    role = c("aut", "cre"),
                    email = "hadrien.lorenzo.2015@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Hadrien Lorenzo <hadrien.lorenzo.2015@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hadrien",
                    family = "Lorenzo",
                    role = c("aut", "cre"),
                    email = "hadrien.lorenzo.2015@gmail.com")
as necessary.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 15.2Mb
  sub-directories of 1Mb or more:
    libs  14.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 15.6Mb
  sub-directories of 1Mb or more:
    libs  14.8Mb

Dependency Network

Dependencies Reverse dependencies foreach Rcpp doParallel shiny RColorBrewer ddsPLS

Version History

new 1.2.1 Mar 10, 2026
updated 1.2.1 ← 1.2.0 diff Jan 29, 2024
updated 1.2.0 ← 1.1.4 diff May 14, 2023
updated 1.1.4 ← 1.1.1 diff Mar 1, 2020
updated 1.1.1 ← 1.0.91 diff Sep 25, 2019
updated 1.0.91 ← 1.0.61 diff Aug 27, 2019
updated 1.0.61 ← 1.0.53 diff Jan 20, 2019
updated 1.0.53 ← 1.0.52 diff Jan 7, 2019
updated 1.0.51 ← 1.0.5 diff Jan 2, 2019
updated 1.0.52 ← 1.0.51 diff Jan 2, 2019
updated 1.0.5 ← 1.0.4 diff Dec 4, 2018
updated 1.0.4 ← 1.0.3 diff Nov 28, 2018
updated 1.0.3 ← 1.0.2 diff Nov 8, 2018
updated 1.0.2 ← 1.0.1 diff Nov 5, 2018
updated 1.0.1 ← 1.0.0 diff Oct 11, 2018
new 1.0.0 Sep 18, 2018