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rpls

Robust Partial Least Squares

v0.6.0 · May 7, 2020 · GPL (>= 3)

Description

A robust Partial Least-Squares (PLS) method is implemented that is robust to outliers in the residuals as well as to leverage points. A specific weighting scheme is applied which avoids iterations, and leads to a highly efficient robust PLS estimator.

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2 NOTE
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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: ‘Peter Filzmoser <peter.filzmoser@tuwien.ac.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Peter",
                      family = "Filzmoser",
                      role = c("aut", "cre"),
                      email = "peter.filzmoser@tuwien.ac.at"),
               person(given = "Sukru",
                      family = "Acitas",
                      role = "aut"),
               person(given = "Birdal",
                      family = "Senoglu",
                      role = "aut"),
               person(given = "Maximilian",
                      family = "Plattner",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Peter Filzmoser <peter.filzmoser@tuwien.ac.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Peter",
                      family = "Filzmoser",
                      role = c("aut", "cre"),
                      email = "peter.filzmoser@tuwien.ac.at"),
               person(given = "Sukru",
                      family = "Acitas",
                      role = "aut"),
               person(given = "Birdal",
                      family = "Senoglu",
                      role = "aut"),
               person(given = "Maximilian",
                      family = "Plattner",
                      role = "aut"))
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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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

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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: ‘Peter Filzmoser <peter.filzmoser@tuwien.ac.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Peter",
                      family = "Filzmoser",
                      role = c("aut", "cre"),
                      email = "peter.filzmoser@tuwien.ac.at"),
               person(given = "Sukru",
                      family = "Acitas",
                      role = "aut"),
               person(given = "Birdal",
                      family
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Peter Filzmoser <peter.filzmoser@tuwien.ac.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Peter",
                      family = "Filzmoser",
                      role = c("aut", "cre"),
                      email = "peter.filzmoser@tuwien.ac.at"),
               person(given = "Sukru",
                      family = "Acitas",
                      role = "aut"),
               person(given = "Birdal",
                      family

Dependency Network

Dependencies Reverse dependencies pcaPP robustbase rpls

Version History

new 0.6.0 Mar 9, 2026