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.
- Version1.0.3
- R version≥ 3.0.0
- LicenseGPL-3
- Needs compilation?No
- transreg citation info
- Last release09/27/2024
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Team
Armin Rauschenberger
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- Imports3 packages
- Suggests14 packages