Other packages > Find by keyword >

amanpg  

Alternating Manifold Proximal Gradient Method for Sparse PCA
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("amanpg", "0.3.4")



Attach the package and use:
library("amanpg")
Maintained by
Zhong Zheng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-26
Latest Update: 2022-10-02
Description:
Alternating Manifold Proximal Gradient Method for Sparse PCA uses the Alternating Manifold Proximal Gradient (AManPG) method to find sparse principal components from a data or covariance matrix. Provides a novel algorithm for solving the sparse principal component analysis problem which provides advantages over existing methods in terms of efficiency and convergence guarantees. Chen, S., Ma, S., Xue, L., & Zou, H. (2020) . Zou, H., Hastie, T., & Tibshirani, R. (2006) . Zou, H., & Xue, L. (2018) .
How to cite:
Zhong Zheng (2021). amanpg: Alternating Manifold Proximal Gradient Method for Sparse PCA. R package version 0.3.4, https://cran.r-project.org/web/packages/amanpg. Accessed 06 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:17), 0.3.0 (2021-07-26 09:10), 0.3.1 (2021-09-02 13:00), 0.3.2 (2021-10-02 06:20), 0.3.3 (2021-10-06 01:20)
Other packages that cited amanpg R package
View amanpg citation profile
Other R packages that amanpg depends, imports, suggests or enhances
Complete documentation for amanpg
Functions, R codes and Examples using the amanpg R package
Some associated functions: normalize . prox.l1 . spca.amanpg . 
Some associated R codes: SPCA.R .  Full amanpg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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