CRAN/E | fastOnlineCpt

fastOnlineCpt

Online Multivariate Changepoint Detection

Installation

About

Implementation of a simple algorithm designed for online multivariate changepoint detection of a mean in sparse changepoint settings. The algorithm is based on a modified cusum statistic and guarantees control of the type I error on any false discoveries, while featuring O(1) time and O(1) memory updates per series as well as a proven detection delay.

Key Metrics

Version 1.0
Published 2021-07-09 805 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks fastOnlineCpt results

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Maintainer

Maintainer

Georg Hahn

ghahn@hsph.harvard.edu

Authors

Georg Hahn

aut / cre

Material

Reference manual
Package source

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

Imports

Rdpack
methods