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oosse: Out-of-Sample R² with Standard Error Estimation

Estimates out-of-sample R² through bootstrap or cross-validation as a measure of predictive performance. In addition, a standard error for this point estimate is provided, and confidence intervals are constructed.

Version: 1.0.11
Depends: R (≥ 4.2.0)
Imports: stats, BiocParallel, Matrix, methods, doParallel, Rdpack
Suggests: knitr, rmarkdown, testthat, randomForest, glmnet
Published: 2024-02-07
DOI: 10.32614/CRAN.package.oosse
Author: Stijn Hawinkel ORCID iD [cre, aut]
Maintainer: Stijn Hawinkel <stijn.hawinkel at psb.ugent.be>
BugReports: https://github.com/sthawinke/oosse
License: GPL-2
NeedsCompilation: no
Materials: NEWS
CRAN checks: oosse results

Documentation:

Reference manual: oosse.pdf
Vignettes: Vignette of the oosse package

Downloads:

Package source: oosse_1.0.11.tar.gz
Windows binaries: r-devel: oosse_1.0.11.zip, r-release: oosse_1.0.11.zip, r-oldrel: oosse_1.0.11.zip
macOS binaries: r-release (arm64): oosse_1.0.11.tgz, r-oldrel (arm64): oosse_1.0.11.tgz, r-release (x86_64): oosse_1.0.11.tgz, r-oldrel (x86_64): oosse_1.0.11.tgz
Old sources: oosse archive

Linking:

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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.