Other packages > Find by keyword >

ltsspca  

Sparse Principal Component Based on Least Trimmed Squares
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ltsspca", "0.1.0")



Attach the package and use:
library("ltsspca")
Maintained by
Yixin Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-09
Latest Update: 2019-10-09
Description:
Implementation of robust and sparse PCA algorithm of Wang and Van Aelst (2019) .
How to cite:
Yixin Wang (2019). ltsspca: Sparse Principal Component Based on Least Trimmed Squares. R package version 0.1.0, https://cran.r-project.org/web/packages/ltsspca. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.0 (2019-10-09 15:20)
Other packages that cited ltsspca R package
View ltsspca citation profile
Other R packages that ltsspca depends, imports, suggests or enhances
Complete documentation for ltsspca
Functions, R codes and Examples using the ltsspca R package
Some associated functions: Angle . Glass . dataSim . ltspca . ltsspca . ltsspcaRw . mydiagPlot . sPCA_rSVD . 
Some associated R codes: Glass.R . RcppExports.R . angle.R . auxiliary_functions.R . dataSim.R . ltspca.R . ltsspca.R . mydiagplot.R . rwltsspca.R . spca_rsvd.R .  Full ltsspca package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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