Crandore Hub

segMGarch

Multiple Change-Point Detection for High-Dimensional GARCH Processes

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.

Versions across snapshots

VersionRepositoryFileSize
1.3 rolling linux/jammy R-4.5 segMGarch_1.3.tar.gz 161.4 KiB
1.3 rolling linux/noble R-4.5 segMGarch_1.3.tar.gz 162.4 KiB
1.3 rolling source/ R- segMGarch_1.3.tar.gz 21.5 KiB
1.3 latest linux/jammy R-4.5 segMGarch_1.3.tar.gz 161.4 KiB
1.3 latest linux/noble R-4.5 segMGarch_1.3.tar.gz 162.4 KiB
1.3 latest source/ R- segMGarch_1.3.tar.gz 21.5 KiB
1.3 2026-04-26 source/ R- segMGarch_1.3.tar.gz 21.5 KiB
1.3 2026-04-23 source/ R- segMGarch_1.3.tar.gz 21.5 KiB
1.3 2026-04-09 windows/windows R-4.5 segMGarch_1.3.zip 482.1 KiB
1.2 2025-04-20 source/ R- segMGarch_1.2.tar.gz 20.2 KiB

Dependencies (latest)

Imports

LinkingTo

Suggests