<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Sequential Change Point Detection for High-Dimensional VAR
Models</dc:title>
  <dc:title>R package VARcpDetectOnline version 0.2.1</dc:title>
  <dc:subject>CRAN Task View: TimeSeries (https://CRAN.R-project.org/view=TimeSeries)</dc:subject>
  <dc:description>Implements the algorithm introduced in Tian, Y., and Safikhani, A. (2024)
    &lt;doi:10.5705/ss.202024.0182&gt;, "Sequential Change Point Detection in High-dimensional 
    Vector Auto-regressive Models". This package provides tools for detecting change points 
    in the transition matrices of VAR models, effectively identifying shifts in temporal 
    and cross-correlations within high-dimensional time series data.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5.0)</dc:relation>
  <dc:relation>Imports: MASS, corpcor, Matrix, glmnet, doParallel, stats</dc:relation>
  <dc:relation>Suggests: ggplot2</dc:relation>
  <dc:creator>Yuhan Tian &lt;tyh9293@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Yuhan Tian [aut, cre],
  Abolfazl Safikhani [aut]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:rights>file LICENSE (https://CRAN.R-project.org/package=VARcpDetectOnline/LICENSE)</dc:rights>
  <dc:date>2026-07-02</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=VARcpDetectOnline</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.VARcpDetectOnline</dc:identifier>
</oai_dc:dc>
