Other packages > Find by keyword >

rrscale  

Robust Re-Scaling to Better Recover Latent Effects in Data
View on CRAN: Click here


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

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

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



Attach the package and use:
library("rrscale")
Maintained by
Gregory Hunt
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-13
Latest Update: 2020-05-26
Description:
Non-linear transformations of data to better discover latent effects. Applies a sequence of three transformations (1) a Gaussianizing transformation, (2) a Z-score transformation, and (3) an outlier removal transformation. A publication describing the method has the following citation: Gregory J. Hunt, Mark A. Dane, James E. Korkola, Laura M. Heiser & Johann A. Gagnon-Bartsch (2020) "Automatic Transformation and Integration to Improve Visualization and Discovery of Latent Effects in Imaging Data", Journal of Computational and Graphical Statistics, .
How to cite:
Gregory Hunt (2019). rrscale: Robust Re-Scaling to Better Recover Latent Effects in Data. R package version 1.0, https://cran.r-project.org/web/packages/rrscale. Accessed 22 Sep. 2026.
Previous versions and publish date:
(2026-07-09 06:53), 0.1.3 (2019-03-13 15:00)
Other packages that cited rrscale R package
View rrscale citation profile
Other R packages that rrscale depends, imports, suggests or enhances
Complete documentation for rrscale
Functions, R codes and Examples using the rrscale R package
Some associated functions: asinh . box_cox . box_cox_exp . box_cox_negative . box_cox_plus1 . box_cox_plusmin . box_cox_shift . center . gm_mean . list_transformations . log_box_cox . power . rrscale . svdc . winsor . 
Some associated R codes: rrscale.R . subClosure.R . svd_na.R . transformations.R . util.R .  Full rrscale package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

jointseg  
Joint Segmentation of Multivariate (Copy Number) Signals
Methods for fast segmentation of multivariate signals into piecewise constant profiles and for gene ...
Download / Learn more Package Citations See dependency  
heatmaply  
Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'
Create interactive cluster 'heatmaps' that can be saved as a stand- alone HTML file, embedded in 'R ...
Download / Learn more Package Citations See dependency  
odns  
Access Scottish Health and Social Care Open Data
Allows potential users of Scottish Health and Social Care Open Data ( ...
Download / Learn more Package Citations See dependency  
Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
spider  
Species Identity and Evolution in R
Analysis of species limits and DNA barcoding data. Included are functions for generating important s ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

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