DeCAFS: Detecting Changes in Autocorrelated and Fluctuating Signals

Detect abrupt changes in time series with local fluctuations as a random walk process and autocorrelated noise as an AR(1) process. See Romano, G., Rigaill, G., Runge, V., Fearnhead, P. (2021) <doi:10.1080/01621459.2021.1909598>.

Getting started

Package details

AuthorGaetano Romano [aut, cre], Guillem Rigaill [aut], Vincent Runge [aut], Paul Fearnhead [aut]
MaintainerGaetano Romano <g.romano@lancaster.ac.uk>
LicenseGPL (>= 2)
Version3.3.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("DeCAFS")

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DeCAFS documentation built on Jan. 6, 2023, 5:27 p.m.