Other packages > Find by keyword >

ToolsForCoDa  

Multivariate Tools for Compositional Data Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ToolsForCoDa", "1.1.0")



Attach the package and use:
library("ToolsForCoDa")
Maintained by
Jan Graffelman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-13
Latest Update: 2025-01-09
Description:
Provides functions for multivariate analysis with compositional data. Includes a function for doing compositional canonical correlation analysis.This analysis requires two data matrices of compositions, which can be adequately transformed and used as entries in a specialized program for canonical correlation analysis, that is able to deal with singular covariance matrices. The methodology is described in Graffelman et al. (2017) <doi:10.1101/144584>. A function for log-ratio principal component analysis with condition number computations has been added to the package.
How to cite:
Jan Graffelman (2017). ToolsForCoDa: Multivariate Tools for Compositional Data Analysis. R package version 1.1.0, https://cran.r-project.org/web/packages/ToolsForCoDa. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0.2 (2017-11-13 19:17), 1.0.5 (2020-06-18 19:30), 1.0.6 (2021-09-20 16:30), 1.0.9 (2024-09-01 19:50)
Other packages that cited ToolsForCoDa R package
View ToolsForCoDa citation profile
Other R packages that ToolsForCoDa depends, imports, suggests or enhances
Complete documentation for ToolsForCoDa
Functions, R codes and Examples using the ToolsForCoDa R package
Some associated functions: Artificial . bentonites . canocov . cen . clrmat . largest.kappas . lrpca . tr . 
Some associated R codes: canocov.R . cen.R . clrmat.R . largest.kappas.R . lrpca.R . tr.R .  Full ToolsForCoDa package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
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  
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  
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  
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  
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