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LSVAR: Estimation of Low Rank Plus Sparse Structured VectorAuto-Regressive (VAR) Model

Implementations of estimation algorithm of low rank plus sparse structured VAR model by using Fast Iterative Shrinkage-Thresholding Algorithm (FISTA). It relates to the algorithm in Sumanta, Li, and Michailidis (2019) <doi:10.1109/TSP.2018.2887401>.

Version:1.2
Imports:igraph,mvtnorm,pracma
Suggests:rmarkdown,knitr
Published:2021-05-26
DOI:10.32614/CRAN.package.LSVAR
Author:Peiliang Bai [aut, cre]
Maintainer:Peiliang Bai <baipl92 at ufl.edu>
License:GPL-2
NeedsCompilation:no
CRAN checks:LSVAR results

Documentation:

Reference manual:LSVAR.html ,LSVAR.pdf
Vignettes:LSVAR (source,R code)

Downloads:

Package source: LSVAR_1.2.tar.gz
Windows binaries: r-devel:LSVAR_1.2.zip, r-release:LSVAR_1.2.zip, r-oldrel:LSVAR_1.2.zip
macOS binaries: r-release (arm64):LSVAR_1.2.tgz, r-oldrel (arm64):LSVAR_1.2.tgz, r-release (x86_64):LSVAR_1.2.tgz, r-oldrel (x86_64):LSVAR_1.2.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=LSVARto link to this page.


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