The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Implements a generalized version of principal components analysis (GLM-PCA) for dimension reduction of non-normally distributed data such as counts or binary matrices. Townes FW, Hicks SC, Aryee MJ, Irizarry RA (2019) <doi:10.1186/s13059-019-1861-6>. Townes FW (2019) <doi:10.48550/arXiv.1907.02647>.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.5) |
| Imports: | MASS, methods, stats, utils |
| Suggests: | covr, ggplot2, knitr, logisticPCA, markdown, Matrix, testthat |
| Published: | 2020-07-18 |
| DOI: | 10.32614/CRAN.package.glmpca |
| Author: | F. William Townes [aut, cre, cph], Kelly Street [aut], Jake Yeung [ctb] |
| Maintainer: | F. William Townes <will.townes at gmail.com> |
| BugReports: | https://github.com/willtownes/glmpca/issues |
| License: | LGPL (≥ 3) | file LICENSE |
| URL: | https://github.com/willtownes/glmpca |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | glmpca results |
| Reference manual: | glmpca.pdf |
| Vignettes: |
Applying GLM-PCA to Data |
| Package source: | glmpca_0.2.0.tar.gz |
| Windows binaries: | r-devel: glmpca_0.2.0.zip, r-release: glmpca_0.2.0.zip, r-oldrel: glmpca_0.2.0.zip |
| macOS binaries: | r-release (arm64): glmpca_0.2.0.tgz, r-oldrel (arm64): glmpca_0.2.0.tgz, r-release (x86_64): glmpca_0.2.0.tgz, r-oldrel (x86_64): glmpca_0.2.0.tgz |
| Old sources: | glmpca archive |
| Reverse imports: | pmartR, scpoisson, scry, systemPipeTools |
| Reverse suggests: | systemPipeShiny |
Please use the canonical form https://CRAN.R-project.org/package=glmpca to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.