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spca  

Least Squares Sparse Principal Components Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("spca", "1.1.4")



Attach the package and use:
library("spca")
Maintained by
Giovanni Maria Merola
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-09
Latest Update: 2026-07-10
Description:
Implements least-squares sparse principal component analysis (LS-SPCA). The approach follows Merola (2015) <doi:10.1111/anzs.12128> and Merola and Chen (2019) <doi:10.1016/j.jmva.2019.04.001>.
How to cite:
Giovanni Maria Merola (2026). spca: Least Squares Sparse Principal Components Analysis. R package version 1.1.4, https://cran.r-project.org/web/packages/spca. Accessed 25 Oct. 2026.
Previous versions and publish date:
(2026-09-23 11:20), 0.6.0 (2014-12-16 13:19), 1.1.1 (2026-07-10 22:10), 1.1.3 (2026-08-31 17:40)
Other packages that cited spca R package
View spca citation profile
Other R packages that spca depends, imports, suggests or enhances
Complete documentation for spca
Functions, R codes and Examples using the spca R package
Full spca package functions and examples
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