The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
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[@]dogado.de.
Implements high-dimensional multivariate regression by stacked generalisation (Rauschenberger 2021 <doi:10.1093/bioinformatics/btab576>). For positively correlated outcomes, a single multivariate regression is typically more predictive than multiple univariate regressions. Includes functions for model fitting, extracting coefficients, outcome prediction, and performance measurement. If required, install MRCE or remMap from GitHub (<https://github.com/cran/MRCE>, <https://github.com/cran/remMap>).
Version: | 0.0.10 |
Depends: | R (≥ 3.0.0) |
Imports: | glmnet, palasso, cornet |
Suggests: | knitr, rmarkdown, testthat, MASS |
Enhances: | mice, earth, spls, MRCE, remMap, MultivariateRandomForest, SiER, mcen, GPM, RMTL, MTPS |
Published: | 2021-08-09 |
DOI: | 10.32614/CRAN.package.joinet |
Author: | Armin Rauschenberger [aut, cre] |
Maintainer: | Armin Rauschenberger <armin.rauschenberger at uni.lu> |
BugReports: | https://github.com/rauschenberger/joinet/issues |
License: | GPL-3 |
URL: | https://github.com/rauschenberger/joinet |
NeedsCompilation: | no |
Language: | en-GB |
Citation: | joinet citation info |
Materials: | README NEWS |
In views: | MachineLearning |
CRAN checks: | joinet results |
Reference manual: | joinet.pdf |
Vignettes: |
article vignette analysis |
Package source: | joinet_0.0.10.tar.gz |
Windows binaries: | r-devel: joinet_0.0.10.zip, r-release: joinet_0.0.10.zip, r-oldrel: joinet_0.0.10.zip |
macOS binaries: | r-release (arm64): joinet_0.0.10.tgz, r-oldrel (arm64): joinet_0.0.10.tgz, r-release (x86_64): joinet_0.0.10.tgz, r-oldrel (x86_64): joinet_0.0.10.tgz |
Old sources: | joinet archive |
Reverse imports: | transreg |
Please use the canonical form https://CRAN.R-project.org/package=joinet 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.
Health stats visible at Monitor.