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SpaceTimeBSS: Blind Source Separation for Multivariate Spatio-Temporal Data

Simultaneous/joint diagonalization of local autocovariance matrices to estimate spatio-temporally uncorrelated random fields.

Version: 0.4-0
Depends: R (≥ 3.5.0)
Imports: Rcpp (≥ 1.0.2), JADE, Matrix, methods
LinkingTo: Rcpp, RcppArmadillo
Suggests: sftime, sf, spacetime, xts, zoo
Published: 2024-05-30
DOI: 10.32614/CRAN.package.SpaceTimeBSS
Author: Christoph Muehlmann ORCID iD [aut], Nikolaus Piccolotto ORCID iD [aut], Claudia Cappello ORCID iD [aut], Sandra De Iaco ORCID iD [aut], Klaus Nordhausen ORCID iD [aut, cre]
Maintainer: Klaus Nordhausen <klausnordhausenR at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: SpaceTimeBSS results

Documentation:

Reference manual: SpaceTimeBSS.pdf

Downloads:

Package source: SpaceTimeBSS_0.4-0.tar.gz
Windows binaries: r-devel: SpaceTimeBSS_0.4-0.zip, r-release: SpaceTimeBSS_0.4-0.zip, r-oldrel: SpaceTimeBSS_0.4-0.zip
macOS binaries: r-release (arm64): SpaceTimeBSS_0.4-0.tgz, r-oldrel (arm64): SpaceTimeBSS_0.4-0.tgz, r-release (x86_64): SpaceTimeBSS_0.4-0.tgz, r-oldrel (x86_64): SpaceTimeBSS_0.4-0.tgz
Old sources: SpaceTimeBSS archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.