YiHou98/bigtime: Sparse Estimation of Large Time Series Models

Estimation of large Vector AutoRegressive (VAR), Vector AutoRegressive with Exogenous Variables X (VARX) and Vector AutoRegressive Moving Average (VARMA) Models with Structured Lasso Penalties, see Nicholson, Wilms, Bien and Matteson (2020) <arXiv:1412.5250v4> and Wilms, Basu, Bien and Matteson (2017) <arXiv:1707.09208>.

Getting started

Package details

AuthorInes Wilms [cre, aut], David S. Matteson [aut], Jacob Bien [aut], Sumanta Basu [aut]
MaintainerInes Wilms <i.wilms@maastrichtuniversity.nl>
LicenseGPL (>= 2)
Version0.2.0
URL http://github.com/ineswilms/bigtime
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("YiHou98/bigtime")
YiHou98/bigtime documentation built on Dec. 18, 2021, 7:26 p.m.