Other packages > Find by keyword >

SPCAvRP  

Sparse Principal Component Analysis via Random Projections (SPCAvRP)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SPCAvRP", "0.4")



Attach the package and use:
library("SPCAvRP")
Maintained by
Milana Gataric
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-12-20
Latest Update: 2019-05-03
Description:
Implements the SPCAvRP algorithm, developed and analysed in "Sparse principal component analysis via random projections" Gataric, M., Wang, T. and Samworth, R. J. (2018) <doi:10.48550/arXiv.1712.05630>. The algorithm is based on the aggregation of eigenvector information from carefully-selected random projections of the sample covariance matrix.
How to cite:
Milana Gataric (2017). SPCAvRP: Sparse Principal Component Analysis via Random Projections (SPCAvRP). R package version 0.4, https://cran.r-project.org/web/packages/SPCAvRP. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:25), 0.1 (2017-12-20 11:51), 0.2 (2018-01-16 13:51), 0.3 (2018-07-26 15:40), 0.4 (2019-05-04 01:00)
Other packages that cited SPCAvRP R package
View SPCAvRP citation profile
Other R packages that SPCAvRP depends, imports, suggests or enhances
Complete documentation for SPCAvRP
Functions, R codes and Examples using the SPCAvRP R package
Some associated functions: SPCAvRP . SPCAvRP_deflation . SPCAvRP_subspace . 
Some associated R codes: SPCAvRP.R . SPCAvRP_deflation.R . SPCAvRP_subspace.R .  Full SPCAvRP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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