vrunge/slopeOP: Optimal partitioning algorithm for change-in-slope problem with a finite number of states

Optimal partitioning algorithm for change-in-slope problem with continuity constraint and a finite number of states. Some constraints can be enforced in the inference: isotonic, unimodal or smoothing. With the function slopeSN (segment neighborhood) the number of segments to infer is fixed by the user and does not depend on a penalty value.

Getting started

Package details

MaintainerVincent Runge <vincent.runge@univ-evry.fr>
LicenseMIT + file LICENSE
Version1.0.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("vrunge/slopeOP")
vrunge/slopeOP documentation built on Dec. 23, 2021, 4:12 p.m.