Online Multivariate Changepoint Detection

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.


Reference manual

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install.packages("fastOnlineCpt")

1.0 by Georg Hahn, 5 years ago


Browse source code at https://github.com/cran/fastOnlineCpt


Authors: Georg Hahn [aut,cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rdpack, methods


See at CRAN