vrunge/fpopTree: Multiple change-point detection in tree structures

Parametric change-point detection in tree structures using penalized maximum likelihood by functional pruning optimal partitioning algorithm. Data is modeled by a quadratic cost with possible use of a robust loss, biweight and Huber (see edge parameters K and a). Other losses are also available with log-linear representation or a log-log representation.

Getting started

Package details

MaintainerVincent Runge <vincent.runge@univ-evry.fr>
LicenseMIT + file LICENSE
Version0.1.0
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/fpopTree")
vrunge/fpopTree documentation built on Feb. 6, 2021, 6:12 p.m.