Other packages > Find by keyword >

ART  

Aligned Rank Transform for Nonparametric Factorial Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ART", "1.0")



Attach the package and use:
library("ART")
Maintained by
Pablo J. Villacorta
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-08-13
Latest Update: 2015-08-13
Description:
An implementation of the Aligned Rank Transform technique for factorial analysis (see references below for details) including models with missing terms (unsaturated factorial models). The function first computes a separate aligned ranked response variable for each effect of the user-specified model, and then runs a classic ANOVA on each of the aligned ranked responses. For further details, see Higgins, J. J. and Tashtoush, S. (1994). An aligned rank transform test for interaction. Nonlinear World 1 (2), pp. 201-211. Wobbrock, J.O., Findlater, L., Gergle, D. and Higgins,J.J. (2011). The Aligned Rank Transform for nonparametric factorial analyses using only ANOVA procedures. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '11). New York: ACM Press, pp. 143-146. .
How to cite:
Pablo J. Villacorta (2015). ART: Aligned Rank Transform for Nonparametric Factorial Analysis. R package version 1.0, https://cran.r-project.org/web/packages/ART. Accessed 26 Aug. 2026.
Previous versions and publish date:
1.0 (2015-08-13 00:20), (2026-07-09 07:57)
Other packages that cited ART R package
View ART citation profile
Other R packages that ART depends, imports, suggests or enhances
Complete documentation for ART
Functions, R codes and Examples using the ART R package
Some associated functions: aligned.rank.transform . data.higgins1990 . 
Some associated R codes: aligned-rank-transform.R .  Full ART package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
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  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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