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
beast
View on CRAN: Click
here
Download and install beast package within the R console
Install from CRAN:
install.packages("beast")
Install from Github:
library("remotes")
install_github("cran/beast") Install by package version:
library("remotes")
install_version("beast", "1.1") Attach the package and use:
library("beast")
Maintained by
Panagiotis Papastamoulis
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-29
Latest Update: 2018-03-16
Description:
Assume that a temporal process is composed of contiguous segments with differing slopes and replicated noise-corrupted time series measurements are observed. The unknown mean of the data generating process is modelled as a piecewise linear function of time with an unknown number of change-points. The package infers the joint posterior distribution of the number and position of change-points as well as the unknown mean parameters per time-series by MCMC sampling. A-priori, the proposed model uses an overfitting number of mean parameters but, conditionally on a set of change-points, only a subset of them influences the likelihood. An exponentially decreasing prior distribution on the number of change-points gives rise to a posterior distribution concentrating on sparse representations of the underlying sequence, but also available is the Poisson distribution. See Papastamoulis et al (2017) for a detailed presentation of the method.
How to cite:
Panagiotis Papastamoulis (2017). beast: Bayesian Estimation of Change-Points in the Slope of Multivariate Time-Series. R package version 1.1, https://cran.r-project.org/web/packages/beast. Accessed 15 Jul. 2026.
Previous versions and publish date:
Other packages that cited beast R package
View beast citation profile
Other R packages that beast depends,
imports, suggests or enhances
Complete documentation for beast
Functions, R codes and Examples using
the beast R package
Some associated functions: FungalGrowthDataset . beast-package . beast . birthProbs . complexityPrior . computeEmpiricalPriorParameters . computePosteriorParameters . computePosteriorParametersFree . localProposal . logLikelihoodFullModel . logPrior . mcmcSampler . myUnicodeCharacters . normalizeTime0 . plot.beastject . print.beastject . proposeTheta . simMultiIndNormInvGamma . simulateFromPrior . singleLocalProposal . truncatedPoisson . updateNumberOfCutpoints .
Some associated R codes: fullMCMC_complexityPrior.R . Full beast package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
pulseTD
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: XinWang (view profile)
footBayes
This is the first package allowing for the estimation,
visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Leonardo Egidi (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)
PermAlgo
This version of the permutational algorithm generates a
dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marie-Pierre Sylvestre (view profile)
gamlss.add
Interface for extra smooth functions including tensor products,
neural networks and decision trees. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mikis Stasinopoulos (view profile)
binhf
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Matt Nunes (view profile)
27,806
R Packages
239,283
Dependencies
73,837
Author Associations
27,807
Publication Badges
