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 06 Mar. 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

mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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