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pcpr: Principal Component Pursuit for Environmental Epidemiology

Implementation of the pattern recognition technique Principal Component Pursuit tailored to environmental health data, as described in Gibson et al (2022) <doi:10.1289/EHP10479>.

Version:1.0.0
Depends:R (≥ 3.5.0)
Imports:checkmate,dplyr,foreach,furrr,future,magrittr,progressr,purrr,rlang,tidyselect
Suggests:GGally,ggplot2,knitr,lubridate,metR,rmarkdown,tidyr
Published:2025-03-27
DOI:10.32614/CRAN.package.pcpr
Author:Lawrence G. ChillrudORCID iD [aut, cre, cph], Jaime BenavidesORCID iD [aut], Elizabeth A. GibsonORCID iD [aut], Junhui ZhangORCID iD [aut], Jingkai YanORCID iD [aut], John N. Wright [aut], Jeff Goldsmith [aut], Marianthi-Anna KioumourtzoglouORCID iD [aut], Columbia UniversityROR ID [fnd]
Maintainer:Lawrence G. Chillrud <lawrencechillrud at gmail.com>
BugReports:https://github.com/Columbia-PRIME/pcpr/issues
License:GPL (≥ 3)
URL:https://columbia-prime.github.io/pcpr/,https://github.com/Columbia-PRIME/pcpr
NeedsCompilation:no
Materials:README,NEWS
In views:Epidemiology
CRAN checks:pcpr results

Documentation:

Reference manual:pcpr.html ,pcpr.pdf
Vignettes:Air pollution source apportionment with PCP (source,R code)
Quickstart: applying PCP to a simulated environmental mixture (source,R code)
Theory crash course (source,R code)

Downloads:

Package source: pcpr_1.0.0.tar.gz
Windows binaries: r-devel:pcpr_1.0.0.zip, r-release:pcpr_1.0.0.zip, r-oldrel:pcpr_1.0.0.zip
macOS binaries: r-release (arm64):pcpr_1.0.0.tgz, r-oldrel (arm64):pcpr_1.0.0.tgz, r-release (x86_64):pcpr_1.0.0.tgz, r-oldrel (x86_64):pcpr_1.0.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=pcprto link to this page.


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