R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
gfpop
View on CRAN: Click
here
Download and install gfpop package within the R console
Install from CRAN:
install.packages("gfpop")
Install from Github:
library("remotes")
install_github("cran/gfpop")
Install by package version:
library("remotes")
install_version("gfpop", "1.1.1")
Attach the package and use:
library("gfpop")
Maintained by
Vincent Runge
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
First Published: 2020-11-25
Latest Update: 2023-03-27
Description:
Penalized parametric change-point detection by functional pruning dynamic programming algorithm. The successive means are constrained using a graph structure with edges defining the nature of the changes These changes can be unconstrained (type std), up or down constrained (type up and down) or constrained by a minimal size jump (type abs). The type null means that the graph allows us to stay on the same segment. To each edge we can associate some additional properties: a minimal gap size, a penalty, some robust parameters (K,a) for biweight (K) and Huber losses (K and a). The user can also constrain the inferred means to lie between some minimal and maximal values. Data is modeled by a cost with possible use of a robust loss, biweight and Huber (see edge parameters K and a). These costs should have a quadratic, log-linear or a log-log representation. This includes quadratic Gaussian cost (type = 'mean'), log-linear cost (type = 'variance', 'poisson' or 'exp') and log-log cost (type = 'negbin'). More details in the paper published in the Journal of Statistical Software: .
How to cite:
Vincent Runge (2020). gfpop: Graph-Constrained Functional Pruning Optimal Partitioning. R package version 1.1.1, https://cran.r-project.org/web/packages/gfpop. Accessed 28 Mar. 2025.
Previous versions and publish date:
Other packages that cited gfpop R package
View gfpop citation profile
Other R packages that gfpop depends,
imports, suggests or enhances
Functions, R codes and Examples using
the gfpop R package
Some associated functions: Edge . Node . StartEnd . dataGenerator . gfpop . graph . itergfpop . paperGraph . plot.gfpop . print.gfpop . sdDiff . summary.gfpop .
Some associated R codes: RcppExports.R . dataFunctions.R . gfpop.R . graph.R . paperGraphs.R . plot.R . print.R . summary.R . Full gfpop package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
pleiotest
It performs a fast multi-trait genome-wide association analysis based on seemingly unrelated regress ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Fernando Aguate (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
transfR
A geomorphology-based hydrological modelling for transferring streamflow measurements from gauged to ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alban de Lavenne (view profile)
rsvd
Low-rank matrix decompositions are fundamental tools and widely used for data
analysis, dimension r ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: N. Benjamin Erichson (view profile)
spinifex
Data visualization tours animates linear projection of multivariate data as its basis (ie. orientat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Nicholas Spyrison (view profile)
hts
Provides methods for analysing and forecasting hierarchical and
grouped time series. The available ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Earo Wang (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
