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robCompositions

Compositional Data Analysis

v2.4.2 · Aug 22, 2025 · GPL (>= 2)

Description

Methods for analysis of compositional data including robust methods (<doi:10.1007/978-3-319-96422-5>), imputation of missing values (<doi:10.1016/j.csda.2009.11.023>), methods to replace rounded zeros (<doi:10.1080/02664763.2017.1410524>, <doi:10.1016/j.chemolab.2016.04.011>, <doi:10.1016/j.csda.2012.02.012>), count zeros (<doi:10.1177/1471082X14535524>), methods to deal with essential zeros (<doi:10.1080/02664763.2016.1182135>), (robust) outlier detection for compositional data, (robust) principal component analysis for compositional data, (robust) factor analysis for compositional data, (robust) discriminant analysis for compositional data (Fisher rule), robust regression with compositional predictors, functional data analysis (<doi:10.1016/j.csda.2015.07.007>) and p-splines (<doi:10.1016/j.csda.2015.07.007>), contingency (<doi:10.1080/03610926.2013.824980>) and compositional tables (<doi:10.1111/sjos.12326>, <doi:10.1111/sjos.12223>, <doi:10.1080/02664763.2013.856871>) and (robust) Anderson-Darling normality tests for compositional data as well as popular log-ratio transformations (addLR, cenLR, isomLR, and their inverse transformations). In addition, visualisation and diagnostic tools are implemented as well as high and low-level plot functions for the ternary diagram.

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CRAN Check Status

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

CRAN incoming feasibility

Maintainer: ‘Matthias Templ <matthias.templ@gmail.com>’

Found the following (possibly) invalid file URIs:
  URI: templ@tuwien.ac.at
    From: inst/doc/imputation.pdf
  URI: matthias.templ@statistik.gv.at
    From: inst/doc/imputation.pdf
  URI: hronk@seznan.cz
    From: inst/doc/imputation.pdf
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Matthias Templ <matthias.templ@gmail.com>’

Found the following (possibly) invalid file URIs:
  URI: templ@tuwien.ac.at
    From: inst/doc/imputation.pdf
  URI: matthias.templ@statistik.gv.at
    From: inst/doc/imputation.pdf
  URI: hronk@seznan.cz
    From: inst/doc/imputation.pdf
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is 20.9Mb
  sub-directories of 1Mb or more:
    data   1.4Mb
    libs  18.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 21.2Mb
  sub-directories of 1Mb or more:
    data   1.4Mb
    libs  18.6Mb
OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Matthias Templ <matthias.templ@gmail.com>’

Found the following (possibly) invalid file URIs:
  URI: templ@tuwien.ac.at
    From: inst/doc/imputation.pdf
  URI: matthias.templ@statistik.gv.at
    From: inst/doc/imputation.pdf
  URI: hronk@seznan.cz
    From: inst/doc/imputation.pdf
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Matthias Templ <matthias.templ@gmail.com>’

Found the following (possibly) invalid file URIs:
  URI: templ@tuwien.ac.at
    From: inst/doc/imputation.pdf
  URI: matthias.templ@statistik.gv.at
    From: inst/doc/imputation.pdf
  URI: hronk@seznan.cz
    From: inst/doc/imputation.pdf
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 20.9Mb
  sub-directories of 1Mb or more:
    data   1.4Mb
    libs  18.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 21.2Mb
  sub-directories of 1Mb or more:
    data   1.4Mb
    libs  18.6Mb

Reverse Dependencies (3)

imports

suggests

Dependency Network

Dependencies Reverse dependencies ggplot2 pls data.table cvTools fda rrcov cluster dplyr magrittr GGally ggfortify kernlab MASS mclust tidyr +7 more dependencies CMMs baker classmap robCompositions

Version History

new 2.4.2 Mar 9, 2026