Other packages > Find by keyword >

parafac4microbiome  

Parallel Factor Analysis Modelling of Longitudinal Microbiome Data
View on CRAN: Click here


Download and install parafac4microbiome package within the R console
Install from CRAN:
install.packages("parafac4microbiome")

Install from Github:
library("remotes")
install_github("cran/parafac4microbiome")

Install by package version:
library("remotes")
install_version("parafac4microbiome", "1.3.2")



Attach the package and use:
library("parafac4microbiome")
Maintained by
Geert Roelof van der Ploeg
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-17
Latest Update: 2025-07-31
Description:
Creation and selection of PARAllel FACtor Analysis (PARAFAC) models of longitudinal microbiome data. You can import your own data with our import functions or use one of the example datasets to create your own PARAFAC models. Selection of the optimal number of components can be done using assessModelQuality() and assessModelStability(). The selected model can then be plotted using plotPARAFACmodel(). The Parallel Factor Analysis method was originally described by Caroll and Chang (1970) <doi:10.1007/BF02310791> and Harshman (1970) <https://www.psychology.uwo.ca/faculty/harshman/wpppfac0.pdf>.
How to cite:
Geert Roelof van der Ploeg (2024). parafac4microbiome: Parallel Factor Analysis Modelling of Longitudinal Microbiome Data. R package version 1.3.2, https://cran.r-project.org/web/packages/parafac4microbiome. Accessed 09 Jun. 2026.
Previous versions and publish date:
1.0.2 (2024-09-17 18:30), 1.0.3 (2024-09-24 17:00), 1.1.2 (2025-03-22 01:00), 1.2.1 (2025-05-20 09:50)
Other packages that cited parafac4microbiome R package
View parafac4microbiome citation profile
Other R packages that parafac4microbiome depends, imports, suggests or enhances
Complete documentation for parafac4microbiome
Functions, R codes and Examples using the parafac4microbiome R package
Full parafac4microbiome package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

wheatmap  
Incrementally Build Complex Plots using Natural Semantics
Builds complex plots, heatmaps in particular, using natural semantics. Bigger plots can be assembled ...
Download / Learn more Package Citations See dependency  
linemap  
Line Maps
Create maps made of lines. The package contains one function: linemap(). linemap() displays a map m ...
Download / Learn more Package Citations See dependency  
handyplots  
Handy Plots
Several handy plots for quickly looking at the relationship between two numeric vectors of equal len ...
Download / Learn more Package Citations See dependency  
stdReg  
Regression Standardization
Contains functionality for regression standardization. Four general classes of models are allowed; g ...
Download / Learn more Package Citations See dependency  
Formula  
Extended Model Formulas
Infrastructure for extended formulas with multiple parts on the right-hand side and/or multiple res ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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