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 09 Mar. 2026.
Previous versions and publish date:
0.1 (2017-12-20 11:51), 0.2 (2018-01-16 13:51), 0.3 (2018-07-26 15:40)
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

pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
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  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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