fpop-package

fpop

<p>A wrapper to a C implementation of optimal partioning with functional pruning</p>

 package

A dynamic programming algorithm for the fast segmentation of univariate signals into piecewise constant profiles.
The 'fpop'  package is a wrapper to a C++ implementation of the fpop (Functional Pruning Optimal Partioning) algorithm described in Maidstone et al. 2017
<doi:10.1007/s11222-016-9636-3>. The problem of detecting changepoints in an univariate sequence is formulated
in terms of minimising the mean squared error over segmentations. The fpop algorithm exactly minimizes the mean squared error
for a penalty linear in the number of changepoints.

Guillem Rigaill

Segmentation using Optimal Partitioning and Function Pruning

Toby Hocking

Robert Maidstone

Michel Koskas

Paul Fearnhead

fpop-package function

Segmentation using optimal partioning and functional pruning — fpop-package

Segmentation using optimal partioning and functional pruning

Package:	fpop
Type:	Package
Title:	Segmentation using optimal partioning and functional pruning
Version:	2014.7.16
Depends:	methods, cghseg
SystemRequirements:	GNU GSL
Date:	2014-02-26
Author:	Guillem Rigaill
Maintainer:	Guillem Rigaill <rigaill@evry.inra.fr>
License:	LGPL (>= 2.1)

fpop-package: Segmentation using optimal partioning and functional pruning

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