Other packages > Find by keyword >

TransTGGM  

Transfer Learning for Tensor Graphical Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TransTGGM", "1.0.0")



Attach the package and use:
library("TransTGGM")
Maintained by
Mingyang Ren
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-23
Latest Update: 2022-11-23
Description:
Tensor Gaussian graphical models (GGMs) have important applications in numerous areas, which can interpret conditional independence structures within tensor data. Yet, the available tensor data in one single study is often limited due to high acquisition costs. Although relevant studies can provide additional data, it remains an open question how to pool such heterogeneous data. This package implements a transfer learning framework for tensor GGMs, which takes full advantage of informative auxiliary domains even when non-informative auxiliary domains are present, benefiting from the carefully designed data-adaptive weights. Reference: Ren, M., Zhen Y., and Wang J. (2022). "Transfer learning for tensor graphical models" <doi:10.48550/arXiv.2211.09391>.
How to cite:
Mingyang Ren (2022). TransTGGM: Transfer Learning for Tensor Graphical Models. R package version 1.0.0, https://cran.r-project.org/web/packages/TransTGGM. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 1.0.0 (2022-11-23 12:30)
Other packages that cited TransTGGM R package
View TransTGGM citation profile
Other R packages that TransTGGM depends, imports, suggests or enhances
Complete documentation for TransTGGM
Functions, R codes and Examples using the TransTGGM R package
Some associated functions: Theta.est . Theta.tuning . example.data . tensor.GGM.trans . 
Some associated R codes: Initial.R . Initial.aggr.R . S.est.R . Theta.est.R . Theta.tuning.R . Thetaest.admm.R . Thetaest.cd.R . delta.est.R . example.data.R . select.1.R . support_functions.R . tensor.GGM.trans.R . trans.estimate.R .  Full TransTGGM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
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  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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