Crandore Hub

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>.

Versions across snapshots

VersionRepositoryFileSize
1.2 rolling linux/jammy R-4.5 LSVAR_1.2.tar.gz 52.4 KiB
1.2 rolling linux/noble R-4.5 LSVAR_1.2.tar.gz 52.0 KiB
1.2 rolling source/ R- LSVAR_1.2.tar.gz 11.5 KiB
1.2 latest linux/jammy R-4.5 LSVAR_1.2.tar.gz 52.4 KiB
1.2 latest linux/noble R-4.5 LSVAR_1.2.tar.gz 52.0 KiB
1.2 latest source/ R- LSVAR_1.2.tar.gz 11.5 KiB
1.2 2026-04-26 source/ R- LSVAR_1.2.tar.gz 11.5 KiB
1.2 2026-04-23 source/ R- LSVAR_1.2.tar.gz 11.5 KiB
1.2 2026-04-09 windows/windows R-4.5 LSVAR_1.2.zip 55.4 KiB
1.2 2025-04-20 source/ R- LSVAR_1.2.tar.gz 11.5 KiB

Dependencies (latest)

Imports

Suggests