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. Chillrud
 [aut, cre,
cph],
Jaime Benavides
[aut],
Elizabeth A. Gibson
[aut],
Junhui Zhang
[aut],
Jingkai Yan [aut],
John N. Wright [aut],
Jeff Goldsmith [aut],
Marianthi-Anna Kioumourtzoglou
[aut],
Columbia University  [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.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-devel (arm64): pcpr_1.0.0.tgz, r-release (arm64): pcpr_1.0.0.tgz, r-oldrel (arm64): pcpr_1.0.0.tgz, r-devel (x86_64): pcpr_1.0.0.tgz, r-release (x86_64): pcpr_1.0.0.tgz, r-oldrel (x86_64): pcpr_1.0.0.tgz |
Linking:
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