slopeOP: Change-in-Slope OP Algorithm 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

AuthorVincent Runge [aut, cre], Marco Pascucci [aut]
MaintainerVincent Runge <>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the slopeOP package in your browser

Any scripts or data that you put into this service are public.

slopeOP documentation built on Jan. 13, 2021, 5:38 a.m.