ocd

High-Dimensional Multiscale Online Changepoint Detection

CRAN Package

Implements the algorithm in Chen, Wang and Samworth (2020) doi:10.48550/arXiv.2003.03668 for online detection of sudden mean changes in a sequence of high-dimensional observations. It also implements methods by Mei (2010) doi:10.1093/biomet/asq010, Xie and Siegmund (2013) doi:10.1214/13-AOS1094 and Chan (2017) doi:10.1214/17-AOS1546.

  • Version1.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release10/07/2020

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