tdhock/coseg: 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 <toby.hocking@r-project.org>
LicenseGPL-3
Version2019.12.4
URL https://github.com/tdhock/PeakSegOptimal
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("tdhock/coseg")
tdhock/coseg documentation built on Dec. 8, 2019, 10:13 p.m.