SpatialBSS

swMATH40938CRANSpatialBSSMaRDI QIDQ1354366

Blind Source Separation for Multivariate Spatial Data

Klaus Nordhausen, Mika Sipil, Christoph Muehlmann, Sara Taskinen

Last update: 20 July 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 0.13-0, 0.8, 0.9-0, 0.10-0, 0.11-0, 0.12-0, 0.14-0

Source code repository: https://github.com/cran/SpatialBSS

Description

Blind source separation for multivariate spatial data based on simultaneous/joint diagonalization of (robust) local covariance matrices. This package is an implementation of the methods described in Bachoc, Genton, Nordhausen, Ruiz-Gazen and Virta (2020) <doi:10.1093/biomet/asz079>.

Cites work

• Spatial blind source separation

Related Items (2)

BSSoverSpace ⋮ On the usage of joint diagonalization in multivariate statistics

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