LSVAR: Estimation of Low Rank Plus Sparse Structured Vector Auto-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>.

Getting started

Package details

AuthorPeiliang Bai [aut, cre]
MaintainerPeiliang Bai <baipl92@ufl.edu>
LicenseGPL-2
Version1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("LSVAR")

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LSVAR documentation built on May 26, 2021, 5:07 p.m.