Package: BSSoverSpace
Type: Package
Title: Blind Source Separation for Multivariate Spatial Data using
        Eigen Analysis
Version: 0.1.0
Authors@R: person("Sixing", "Hao", email = "s.hao3@lse.ac.uk",
  role = c("aut", "cre"))
Maintainer: Sixing Hao <s.hao3@lse.ac.uk>
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>.
License: GPL-3
Encoding: UTF-8
Imports: SpatialBSS, expm, rSPDE
RoxygenNote: 7.2.1
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-06-20 09:04:52 UTC; root
Author: Sixing Hao [aut, cre]
Repository: https://cran.r-universe.dev
Date/Publication: 2022-11-10 17:50:05 UTC
RemoteUrl: https://github.com/cran/BSSoverSpace
RemoteRef: HEAD
RemoteSha: c811794df903b09674636afd7336a89f8aa63246