transreg

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

CRAN Package

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.


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  • Imports3 packages
  • Suggests14 packages