PeakSegOptimal: Optimal Segmentation Subject to Up-Down Constraints

Computes optimal changepoint models using the Poisson likelihood for non-negative count data, subject to the PeakSeg constraint: the first change must be up, second change down, third change up, etc. For more info about the models and algorithms, read "A log-linear time algorithm for constrained changepoint detection" <arXiv:1703.03352> by TD Hocking et al.

Getting started

Package details

AuthorToby Dylan Hocking
MaintainerToby Dylan Hocking <[email protected]>
LicenseGPL-3
Version2018.05.25
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PeakSegOptimal")

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PeakSegOptimal documentation built on May 1, 2019, 10:49 p.m.