Other packages > Find by keyword >

FPCdpca  

The FPCdpca Criterion on Distributed Principal Component Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FPCdpca", "0.4.0")



Attach the package and use:
library("FPCdpca")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-27
Latest Update: 2025-05-09
Description:
We consider optimal subset selection in the setting that one needs to use only one data subset to represent the whole data set with minimum information loss, and devise a novel intersection-based criterion on selecting optimal subset, called as the FPC criterion, to handle with the optimal sub-estimator in distributed principal component analysis; That is, the FPCdpca. The philosophy of the package is described in Guo G. (2020) <doi:10.1007/s00180-020-00974-4>.
How to cite:
Guangbao Guo (2024). FPCdpca: The FPCdpca Criterion on Distributed Principal Component Analysis. R package version 0.4.0, https://cran.r-project.org/web/packages/FPCdpca. Accessed 04 Oct. 2026.
Previous versions and publish date:
0.1.0 (2024-05-27 19:30), 0.2.0 (2025-04-10 05:20), 0.3.0 (2025-05-09 04:50), (2026-07-09 08:03)
Other packages that cited FPCdpca R package
View FPCdpca citation profile
Other R packages that FPCdpca depends, imports, suggests or enhances
Complete documentation for FPCdpca
Functions, R codes and Examples using the FPCdpca R package
Full FPCdpca package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
Download / Learn more Package Citations See dependency  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
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