FPCdpca

0.4.0

The FPCdpca Criterion on Distributed Principal Component Analysis

0packages depend

4.3Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Guangbao GuoFirst published 2024-05-274 releasesCRAN page ↗

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. (2025) doi:10.1016/j.physa.2024.130308.

Install

R (CRAN)Ubuntu (r2u)openSUSE (OBS)

install.packages("FPCdpca", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-fpcdpca

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-FPCdpca

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.2 min · r-oldrel-windows-x86_64

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

4.3K

CRAN downloads in the past year

Rank #21,591 · ~12/day · ~361/mo

FPCdpca Releases R versions

Daily download trend is not available in this view yet.

18030 days

53890 days

4.3K1 year

Compare downloads with other packages →

Also on156 r2u35 autocran

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (3)

matrixcalc rsvdstats

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Guangbao Guo

Author, Maintainer · added in 0.2.0

Authors (2)

Guangbao Guo

Author, Maintainer · added in 0.2.0

Jiarui Li

Author · added in 0.2.0

Package Timeline

4 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.4.0Latest
2026-01-21 · current release · diff ↗
0.3.0
2025-05-09 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.0
2025-04-10 · diff ↗
0.1.0
2024-05-27
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-05-27
Total releases: 4 / 2 yrs
License: Apache License (== 2.0)
Download size: 2.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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