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", "2.4.1")



Attach the package and use:
library("robCompositions")
Maintained by
Matthias Templ
[Scholar Profile | Author Map]
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 2.4.1, https://cran.r-project.org/web/packages/robCompositions. Accessed 27 Mar. 2025.
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)
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
02/2502/2602/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/25Downloads for robCompositions0102030405060708090100TrendBars

Today's Hot Picks in Authors and Packages

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  
treeDA  
Tree-Based Discriminant Analysis
Performs sparse discriminant analysis on a combination of node and leaf predictors when the predicto ...
Download / Learn more Package Citations See dependency  
SimSurvNMarker  
Simulate Survival Time and Markers
Provides functions to simulate from joint survival and marker models. The user can specific all bas ...
Download / Learn more Package Citations See dependency  
jrt  
Item Response Theory Modeling and Scoring for Judgment Data
Psychometric analysis and scoring of judgment data using polytomous Item-Response Theory (IRT) model ...
Download / Learn more Package Citations See dependency  
CompModels  
Pseudo Computer Models for Optimization
A suite of computer model test functions that can be used to test and evaluate algorithms for Bayesi ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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