CRAN/E | MultiwayRegression

MultiwayRegression

Perform Tensor-on-Tensor Regression

Installation

About

Functions to predict one multi-way array (i.e., a tensor) from another multi-way array, using a low-rank CANDECOMP/PARAFAC (CP) factorization and a ridge (L_2) penalty [Lock, EF (2018) doi:10.1080/10618600.2017.1401544]. Also includes functions to sample from the Bayesian posterior of a tensor-on-tensor model.

Key Metrics

Version 1.2
R ≥ 2.10.0
Published 2019-05-31 1793 days ago
Needs compilation? no
License GPL-3
CRAN checks MultiwayRegression results

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Maintainer

Maintainer

Eric F. Lock

elock@umn.edu

Authors

Eric F. Lock

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10.0

Imports

MASS