tensr

Covariance Inference and Decompositions for Tensor Datasets

CRAN Package

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.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 179 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
5 downloadsFeb 13, 2025
4 downloadsFeb 14, 2025
1 downloadsFeb 15, 2025
4 downloadsFeb 16, 2025
10 downloadsFeb 17, 2025
3 downloadsFeb 18, 2025
7 downloadsFeb 19, 2025
20 downloadsFeb 20, 2025
4 downloadsFeb 21, 2025
12 downloadsFeb 22, 2025
5 downloadsFeb 23, 2025
5 downloadsFeb 24, 2025
6 downloadsFeb 25, 2025
8 downloadsFeb 26, 2025
6 downloadsFeb 27, 2025
4 downloadsFeb 28, 2025
4 downloadsMar 1, 2025
9 downloadsMar 2, 2025
5 downloadsMar 3, 2025
7 downloadsMar 4, 2025
5 downloadsMar 5, 2025
6 downloadsMar 6, 2025
13 downloadsMar 7, 2025
2 downloadsMar 8, 2025
2 downloadsMar 9, 2025
4 downloadsMar 10, 2025
9 downloadsMar 11, 2025
3 downloadsMar 12, 2025
3 downloadsMar 13, 2025
3 downloadsMar 14, 2025
0 downloadsMar 15, 2025
1
20

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,258 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jan 21, 2025 with 27 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports1 package
  • Suggests4 packages
  • Reverse Imports4 packages