Other packages > Find by keyword >

tensr  

Covariance Inference and Decompositions for Tensor Datasets
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("tensr", "1.0.1")



Attach the package and use:
library("tensr")
Maintained by
David Gerard
[Scholar Profile | Author Map]
First Published: 2016-02-03
Latest Update: 2018-08-15
Description:
A collection of functions for Kronecker structured covariance estimation and testing under the array normal model. For estimation, maximum likelihood and Bayesian equivariant estimation procedures are implemented. For testing, a likelihood ratio testing procedure is available. This package also contains additional functions for manipulating and decomposing tensor data sets. This work was partially supported by NSF grant DMS-1505136. Details of the methods are described in Gerard and Hoff (2015) <doi:10.1016/j.jmva.2015.01.020> and Gerard and Hoff (2016) <doi:10.1016/j.laa.2016.04.033>.
How to cite:
David Gerard (2016). tensr: Covariance Inference and Decompositions for Tensor Datasets. R package version 1.0.1, https://cran.r-project.org/web/packages/tensr. Accessed 07 Apr. 2025.
Previous versions and publish date:
1.0.0 (2016-02-03 22:04)
Other packages that cited tensr R package
View tensr citation profile
Other R packages that tensr depends, imports, suggests or enhances
Complete documentation for tensr
Downloads during the last 30 days
03/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for tensr024681012141618TrendBars

Today's Hot Picks in Authors and Packages

MetaAnalyser  
An Interactive Visualisation of Meta-Analysis as a Physical Weighing Machine
An interactive application to visualise meta-analysis data as a physical weighing machine. The inte ...
Download / Learn more Package Citations See dependency  
letsR  
Data Handling and Analysis in Macroecology
Handling, processing, and analyzing geographic data on species' distributions and environmental var ...
Download / Learn more Package Citations See dependency  
nutriNetwork  
Structure Learning with Copula Graphical Model
Statistical tool for learning the structure of direct associations among variables for continuous d ...
Download / Learn more Package Citations See dependency  
probout  
Unsupervised Multivariate Outlier Probabilities for Large Datasets
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations fr ...
Download / Learn more Package Citations See dependency  
ASMap  
Linkage Map Construction using the MSTmap Algorithm
Functions for Accurate and Speedy linkage map construction, manipulation and diagnosis of Doubled Ha ...
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  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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