Other packages > Find by keyword >

transreg  

Penalised Regression with Multiple Sets of Prior Effects ('Transfer Learning')
View on CRAN: Click here


Download and install transreg package within the R console
Install from CRAN:
install.packages("transreg")

Install from Github:
library("remotes")
install_github("cran/transreg")

Install by package version:
library("remotes")
install_version("transreg", "1.0.5")



Attach the package and use:
library("transreg")
Maintained by
Armin Rauschenberger
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-10-01
Latest Update: 2025-07-26
Description:
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, install 'fwelnet' from 'GitHub' <https://github.com/kjytay/fwelnet>.
How to cite:
Armin Rauschenberger (2023). transreg: Penalised Regression with Multiple Sets of Prior Effects ('Transfer Learning'). R package version 1.0.5, https://cran.r-project.org/web/packages/transreg. Accessed 10 Mar. 2026.
Previous versions and publish date:
1.0.0 (2023-10-01 17:40), 1.0.1 (2023-10-31 17:20), 1.0.2 (2023-11-11 11:40), 1.0.3 (2024-09-27 16:50), 1.0.4 (2025-06-10 17:50)
Other packages that cited transreg R package
View transreg citation profile
Other R packages that transreg depends, imports, suggests or enhances
Complete documentation for transreg
Functions, R codes and Examples using the transreg R package
Some associated functions: calibrate . coef.transreg . compare . dot-residuals . dot-signdisc . extract . fitted.transreg . plot.transreg . predict.transreg . print.transreg . simulate . transreg-package . transreg . weights.transreg . 
Some associated R codes: functions.R . pkgname.R .  Full transreg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA