BSSoverSpace
Blind Source Separation for Multivariate Spatial Data using Eigen Analysis
v0.1.0
·
Nov 10, 2022
·
GPL-3
Description
Provides functions for blind source separation over multivariate spatial data, and useful statistics for evaluating performance of estimation on mixing matrix. 'BSSoverSpace' is based on an eigen analysis of a positive definite matrix defined in terms of multiple normalized spatial local covariance matrices, and thus can handle moderately high-dimensional random fields. This package is an implementation of the method described in Zhang, Hao and Yao (2022)<arXiv:2201.02023>.
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| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
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| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
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| r-patched-linux-x86_64 | OK |
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Maintainer: ‘Sixing Hao <s.hao3@lse.ac.uk>’ The Description field contains (2022)<arXiv:2201.02023>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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Maintainer: ‘Sixing Hao <s.hao3@lse.ac.uk>’ The Description field contains (2022)<arXiv:2201.02023>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
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r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Sixing Hao <s.hao3@lse.ac.uk>’ The Description field contains (2022)<arXiv:2201.02023>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Sixing Hao <s.hao3@lse.ac.uk>’ The Description field contains (2022)<arXiv:2201.02023>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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Version History
new
0.1.0
Mar 9, 2026