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segMGarch

Multiple Change-Point Detection for High-Dimensional GARCH Processes

v1.3 · Jul 6, 2025 · GPL (>= 2)

Description

Implements a segmentation algorithm for multiple change-point detection in high-dimensional GARCH processes. It simultaneously segments GARCH processes by identifying 'common' change-points, each of which can be shared by a subset or all of the component time series as a change-point in their within-series and/or cross-sectional correlation structure.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies Rcpp foreach iterators doParallel fGarch corpcor mvtnorm segMGarch

Version History

new 1.3 Mar 10, 2026
updated 1.3 ← 1.2 diff Jul 6, 2025
updated 1.2 ← 1.1 diff Jan 16, 2019
updated 1.1 ← 1.0 diff Jan 4, 2019
new 1.0 Dec 28, 2018