Other packages > Find by keyword >

robCompositions  

Compositional Data Analysis
View on CRAN: Click here


Download and install robCompositions package within the R console
Install from CRAN:
install.packages("robCompositions")

Install from Github:
library("remotes")
install_github("cran/robCompositions")

Install by package version:
library("remotes")
install_version("robCompositions", "2.4.2")



Attach the package and use:
library("robCompositions")
Maintained by
Matthias Templ
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-01-20
Latest Update: 2023-08-25
Description:
Methods for analysis of compositional data including robust methods (), imputation of missing values (), methods to replace rounded zeros (, , ), count zeros (), methods to deal with essential zeros (), (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 () and p-splines (), contingency () and compositional tables (, , ) 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.
How to cite:
Matthias Templ (2009). robCompositions: Compositional Data Analysis. R package version 2.4.2, https://cran.r-project.org/web/packages/robCompositions. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0.1 (2009-01-20 21:31), 1.2.2 (2009-05-08 13:22), 1.2 (2009-03-06 18:04), 1.3.2 (2009-11-29 20:35), 1.3.3 (2010-01-18 17:01), 1.4.0 (2010-04-06 16:00), 1.4.1 (2010-06-21 10:04), 1.4.2 (2010-07-05 20:25), 1.4.3 (2010-08-16 20:43), 1.4.4 (2011-01-11 10:31), 1.5.0 (2011-05-06 05:59), 1.6.0 (2012-05-15 17:35), 1.6.2 (2013-01-11 16:29), 1.6.3 (2013-02-27 09:44), 1.6.4 (2013-11-26 12:55), 1.7.0 (2014-02-07 16:24), 1.8.0 (2014-03-16 16:25), 1.9.0 (2014-08-18 20:55), 1.9.1 (2015-05-06 17:22), 2.0.0 (2016-02-08 15:39), 2.0.2 (2016-08-22 12:00), 2.0.3 (2017-01-12 00:50), 2.0.5 (2017-07-12 21:31), 2.0.6 (2017-08-14 15:14), 2.0.7 (2018-04-08 19:28), 2.0.8 (2018-05-29 13:38), 2.0.9 (2018-11-08 15:00), 2.0.10 (2019-02-19 14:50), 2.1.0 (2020-01-29 17:02), 2.2.0 (2020-01-14 07:10), 2.2.1 (2020-02-11 18:20), 2.3.0 (2020-11-18 22:10), 2.3.1 (2021-09-20 16:20), 2.4.1 (2023-08-25 17:30)
Other packages that cited robCompositions R package
View robCompositions citation profile
Other R packages that robCompositions depends, imports, suggests or enhances
Complete documentation for robCompositions
Functions, R codes and Examples using the robCompositions R package
Some associated functions: GDPsatis . SDev . ZBsplineBasis . aDist . addLR . addLRinv . adjust . adtest . adtestWrapper . ageCatWorld . alcohol . alcoholreg . arcticLake . balances . biomarker . biplot.factanal . biplot.pcaCoDa . bootnComp . bpc . bpcPca . bpcPcaTab . bpcReg . bpcRegTab . bpcTab . bpcTabWrapper . cancer . cancerMN . ced . cenLR . cenLRinv . chorizonDL . clustCoDa . clustCoDa_qmode . coffee . compareMahal . compositionalSpline . constSum . coord . corCoDa . cubeCoord . daCoDa . daFisher . economy . educFM . efsa . election . electionATbp . employment . employment2 . employment_df . expenditures . expendituresEU . fcenLR . fcenLRinv . fcenLRp . fcenLRu . foodbalance . gemas . gjovik . gm . gmean . govexp . haplogroups . honey . ilr.2x2 . impAll . impCoda . impKNNa . impRZalr . impRZilr . imputeBDLs . imputeUDLs . ind2x2 . indTab . instw . int2x2 . intArray . intTab . is.equivalent . isic32 . laborForce . landcover . lifeExpGdp . lmCoDaX . machineOperators . manu_abs . mcad . missPatterns . mortality . mortality_tab . norm1 . nutrients . nutrients_branded . orthbasis . outCoDa . pTab . payments . pcaCoDa . perturbation . pfa . phd . phd_totals . pivotCoord . plot.imp . plot.pcaCoDa . plot.smoothSpl . precipitation . print.imp . production . rSDev . rSDev.test . rcodes . rdcm . robCompositions-package . saffron . skyeLavas . smoothSplines . smoothSplinesVal . socExp . stats . summary.imp . tabCoord . teachingStuff . ternaryDiag . ternaryDiagAbline . ternaryDiagEllipse . ternaryDiagPoints . trapzc . trondelagC . trondelagO . unemployed . variation . weightedPivotCoord . zeroOut . 
Some associated R codes: CompositionalSpline.R . CubeCoord.R . SDev.R . TabCoord.R . Transformations.R . ZBsplineBasis.R . aDist.R . addLR.R . addLRinv.R . adjust.R . adtest.R . adtestWrapper.R . alphablend.R . balZav.R . balances.R . biomarker.R . biplot.factanal.R . biplot.pcaCoDa.R . bpc.R . bpcPca.R . bpcPcaTab.R . bpcReg.R . bpcRegTab.R . bpcTab.R . bpcTabWrapper.R . ced.R . cenLR.R . cenLRinv.R . center.R . clustCoDa.R . clustCoDa_qmode.R . compareMahal.R . constSum.R . coord.R . corCoDa.R . daCoDa.R . daFisher.R . dataSets.R . factanal.fit.principal1.R . gm.R . gm_backup.R . gmean.R . ilr.2x2.R . ilrregression.R . impAll.R . impCoda.R . impKNNa.R . impPCA.R . impRZalr.R . impRZilr.R . imputeBDLs.R . imputeUDLs.R . ind2x2.R . indTab.R . int2x2.R . intArray.R . intTab.R . is.equivalent.R . isomLR.R . lmCoDaX.R . missPatterns.R . norm1.R . orthbasis.R . outCoDa.R . pTab.R . pcaCoDa.R . perturbation.R . pfa.R . plot.imp.R . plot.pcaCoDa.R . print.imp.R . rSDev.R . rSDev.test.R . rdcm.R . robCompositions-package.R . robilrregression.R . splineDensity.R . splineDensity.plot.R . splineDensity.smoothingSplinesValidation.R . stats.R . summary.imp.R . ternaryDiag.R . ternaryDiagAbline.R . ternaryDiagEllipse.R . ternaryDiagLines.R . ternaryDiagPoints.R . utils.R . variation.R . weightedPivotCoord.R . zeroOut.R . zzz.R .  Full robCompositions package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA