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CRAN: Package transreg

transreg: Penalised Regression with Multiple Sets of Prior Effects ('Transfer Learning')

Improves the predictive performance of ridge and lasso regression exploiting one or more sources of prior information on the importance and direction of effects (Rauschenberger and others 2023, <doi:10.1093/bioinformatics/btad680>). For running the vignette (optional), install 'fwelnet' from 'GitHub' <https://github.com/kjytay/fwelnet>.

Version: 1.0.4 Depends: R (≥ 3.0.0) Imports: glmnet, starnet, joinet Suggests: knitr, testthat, rmarkdown, markdown, mvtnorm, remotes, glmtrans, xrnet, ecpc, fwelnet, doMC, palasso, xtable, devtools, CVXR Published: 2025-06-10 DOI: 10.32614/CRAN.package.transreg Author: Armin Rauschenberger [aut, cre] Maintainer: Armin Rauschenberger <armin.rauschenberger at uni.lu> BugReports: https://github.com/rauschenberger/transreg/issues License: GPL-3 URL: https://github.com/rauschenberger/transreg, https://rauschenberger.github.io/transreg/ NeedsCompilation: no Citation: transreg citation info Materials: README NEWS CRAN checks: transreg results Documentation: Downloads: Linking:

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