Other packages > Find by keyword >

glmtrans  

Transfer Learning under Regularized Generalized Linear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("glmtrans", "2.1.0")



Attach the package and use:
library("glmtrans")
Maintained by
Ye Tian
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-28
Latest Update: 2025-03-01
Description:
We provide an efficient implementation for two-step multi-source transfer learning algorithms in high-dimensional generalized linear models (GLMs). The elastic-net penalized GLM with three popular families, including linear, logistic and Poisson regression models, can be fitted. To avoid negative transfer, a transferable source detection algorithm is proposed. We also provides visualization for the transferable source detection results. The relevant paper is available on arXiv: .
How to cite:
Ye Tian (2021). glmtrans: Transfer Learning under Regularized Generalized Linear Models. R package version 2.1.0, https://cran.r-project.org/web/packages/glmtrans. Accessed 25 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:44), 1.0.0 (2021-04-28 09:50), 2.0.0 (2022-02-08 08:30)
Other packages that cited glmtrans R package
View glmtrans citation profile
Other R packages that glmtrans depends, imports, suggests or enhances
Complete documentation for glmtrans
Functions, R codes and Examples using the glmtrans R package
Some associated functions: glmtrans . glmtrans_inf . models . plot.glmtrans . predict.glmtrans . print.glmtrans . source_detection . 
Some associated R codes: funcs.R . glmtrans.R . glmtrans_inf.R . loss.R . models.R . plot.glmtrans.R . predict.glmtrans.R . print.glmtrans.R . source_detection.R .  Full glmtrans package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

missDiag  
Comparing Observed and Imputed Values under MAR and MCAR
Implements the computation of discrepancy statistics summarizing differences between the density of ...
Download / Learn more Package Citations See dependency  
hwep  
Hardy-Weinberg Equilibrium in Polyploids
Inference concerning equilibrium and random mating in autopolyploids. Methods are available to test ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
commonsMath  
JAR Files of the Apache Commons Mathematics Library
'Java' JAR files for the Apache Commons Mathematics Library for use by users and other packages. ...
Download / Learn more Package Citations See dependency  
connectwidgets  
Organize and Curate Your Content Within 'Posit Connect'
A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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