Other packages > Find by keyword >

TensorMCMC  

Tensor Regression with Stochastic Low-Rank Updates
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TensorMCMC", "0.1.0")



Attach the package and use:
library("TensorMCMC")
Maintained by
Ritwick Mondal
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-12
Latest Update: 2026-01-12
Description:
Provides methods for low-rank tensor regression with tensor-valued predictors and scalar covariates. Model estimation is performed using stochastic optimization with random-walk updates for low-rank factor matrices. Computationally intensive components for coefficient estimation and prediction are implemented in C++ via 'Rcpp'. The package also includes tools for cross-validation and prediction error assessment.
How to cite:
Ritwick Mondal (2026). TensorMCMC: Tensor Regression with Stochastic Low-Rank Updates. R package version 0.1.0, https://cran.r-project.org/web/packages/TensorMCMC. Accessed 05 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited TensorMCMC R package
View TensorMCMC citation profile
Other R packages that TensorMCMC depends, imports, suggests or enhances
Complete documentation for TensorMCMC
Functions, R codes and Examples using the TensorMCMC R package
Full TensorMCMC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
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  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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