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 06 Aug. 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

RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
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  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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