CRAN/E | bigtime

bigtime

Sparse Estimation of Large Time Series Models

Installation

About

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) and Wilms, Basu, Bien and Matteson (2021) doi:10.1080/01621459.2021.1942013.

github.com/ineswilms/bigtime

Key Metrics

Version 0.2.3
R ≥ 3.6.0
Published 2023-08-21 256 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks bigtime results

Downloads

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Last 365 days 5.399 +5%

Maintainer

Maintainer

Ines Wilms

i.wilms@maastrichtuniversity.nl

Authors

Ines Wilms

cre / aut

David S. Matteson

aut

Jacob Bien

aut

Sumanta Basu

aut

Will Nicholson

aut

Enrico Wegner

aut

Material

README
NEWS
Reference manual
Package source

In Views

TimeSeries

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bigtime archive

Depends

R ≥ 3.6.0
methods

Imports

Rcpp ≥ 1.0.7
stats
utils
grDevices
graphics
corrplot
dplyr
ggplot2
tidyr
magrittr

LinkingTo

Rcpp
RcppArmadillo
RcppEigen