Other packages > Find by keyword >

rsvddpd  

Robust Singular Value Decomposition using Density Power Divergence
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rsvddpd", "1.0.1")



Attach the package and use:
library("rsvddpd")
Maintained by
Subhrajyoty Roy
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-27
Latest Update: 2021-10-27
Description:
Computing singular value decomposition with robustness is a challenging task. This package provides an implementation of computing robust SVD using density power divergence (). It combines the idea of robustness and efficiency in estimation based on a tuning parameter. It also provides utility functions to simulate various scenarios to compare performances of different algorithms.
How to cite:
Subhrajyoty Roy (2021). rsvddpd: Robust Singular Value Decomposition using Density Power Divergence. R package version 1.0.1, https://cran.r-project.org/web/packages/rsvddpd. Accessed 05 Mar. 2026.
Previous versions and publish date:
1.0.0 (2021-10-27 16:30)
Other packages that cited rsvddpd R package
View rsvddpd citation profile
Other R packages that rsvddpd depends, imports, suggests or enhances
Complete documentation for rsvddpd
Functions, R codes and Examples using the rsvddpd R package
Some associated functions: AddOutlier . cv.alpha . rSVDdpd . simSVD . 
Some associated R codes: RcppExports.R . rSVDdpd.R . simulation.R .  Full rsvddpd package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

imagefx  
Extract Features from Images
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
Download / Learn more Package Citations See dependency  
pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
roccv  
ROC for Cross Validation Results
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
Download / Learn more Package Citations See dependency  
diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  
ClimClass  
Climate Classification According to Several Indices
Classification of climate according to Koeppen - Geiger, of aridity indices, of continentality indi ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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