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 05 Jun. 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)
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

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  
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  
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  

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