Package: gfpop
Type: Package
Title: Graph-Constrained Functional Pruning Optimal Partitioning
Version: 1.0.0
Authors@R: c(
	person("Vincent", "Runge", email = "vincent.runge@univ-evry.fr", role = c("aut", "cre")),
	person("Toby", "Hocking", role = c("aut")),
	person("Guillem", "Rigaill", role = c("aut")),
	person("Gaetano", "Romano", role = c("aut")),
	person("Fatemeh", "Afghah", role = c("aut")),
	person("Paul", "Fearnhead", role = c("aut")),
	person("Michel", "Koskas", role = c("ctb")),
	person("Arnaud", "Liehrmann", role = c("ctb")))
Maintainer: Vincent Runge <vincent.runge@univ-evry.fr>
Description: Penalized parametric change-point detection by functional pruning dynamic programming algorithm. 
  The successive means are constrained using a graph structure with edges of types null, up, down, std or abs. To each edge we can associate some additional properties: a minimal gap size, a penalty, some robust parameters (K,a). The user can also constrain the inferred means to lie between some minimal and maximal values. 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. 
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports: Rcpp (>= 1.0.0)
SystemRequirements: C++11
LinkingTo: Rcpp
RoxygenNote: 6.1.1
Depends: R (>= 3.5.0)
NeedsCompilation: yes
Packaged: 2020-11-23 15:24:26 UTC; vrunge
Author: Vincent Runge [aut, cre],
  Toby Hocking [aut],
  Guillem Rigaill [aut],
  Gaetano Romano [aut],
  Fatemeh Afghah [aut],
  Paul Fearnhead [aut],
  Michel Koskas [ctb],
  Arnaud Liehrmann [ctb]
Repository: CRAN
Date/Publication: 2020-11-25 10:30:05 UTC
