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
PReMiuM
View on CRAN: Click
here
Download and install PReMiuM package within the R console
Install from CRAN:
install.packages("PReMiuM")
Install from Github:
library("remotes")
install_github("cran/PReMiuM") Install by package version:
library("remotes")
install_version("PReMiuM", "3.2.14") Attach the package and use:
library("PReMiuM")
Maintained by
Silvia Liverani
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-01-29
Latest Update: 2024-01-09
Description:
Bayesian clustering using a Dirichlet process mixture model. This model is an alternative to regression models, non-parametrically linking a response vector to covariate data through cluster membership. The package allows Bernoulli, Binomial, Poisson, Normal, survival and categorical response, as well as Normal and discrete covariates. It also allows for fixed effects in the response model, where a spatial CAR (conditional autoregressive) term can be also included. Additionally, predictions may be made for the response, and missing values for the covariates are handled. Several samplers and label switching moves are implemented along with diagnostic tools to assess convergence. A number of R functions for post-processing of the output are also provided. In addition to fitting mixtures, it may additionally be of interest to determine which covariates actively drive the mixture components. This is implemented in the package as variable selection. The main reference for the package is Liverani, Hastie, Azizi, Papathomas and Richardson (2015) .
How to cite:
Silvia Liverani (2013). PReMiuM: Dirichlet Process Bayesian Clustering, Profile Regression. R package version 3.2.14, https://cran.r-project.org/web/packages/PReMiuM. Accessed 07 Oct. 2026.
Previous versions and publish date:
(2026-09-24 16:20), 3.0.11 (2013-01-29 18:33), 3.0.13 (2013-01-30 13:56), 3.0.15 (2013-02-07 22:53), 3.0.16 (2013-03-15 17:56), 3.0.17 (2013-04-22 22:21), 3.0.18 (2013-04-24 07:46), 3.0.20 (2013-05-04 15:08), 3.0.21 (2013-10-01 07:41), 3.0.23 (2014-04-03 14:41), 3.0.24 (2014-04-07 15:08), 3.0.26 (2014-05-06 07:51), 3.0.28 (2014-06-30 17:45), 3.0.29 (2014-09-09 15:43), 3.0.30 (2014-09-12 16:32), 3.0.32 (2014-12-29 13:40), 3.1.0 (2015-03-13 17:18), 3.1.1 (2015-06-12 17:07), 3.1.2 (2015-08-26 15:14), 3.1.3 (2016-02-23 23:02), 3.1.4 (2016-12-28 18:03), 3.1.5 (2017-10-27 17:39), 3.1.6 (2017-11-02 19:22), 3.1.7 (2018-04-01 22:51), 3.1.8 (2018-06-14 23:27), 3.2.0 (2018-06-15 15:52), 3.2.1 (2018-09-26 16:20), 3.2.2 (2019-06-20 15:20), 3.2.3 (2019-11-02 16:10), 3.2.5 (2021-04-08 23:50), 3.2.6 (2021-04-26 22:40), 3.2.7 (2021-10-08 23:00), 3.2.8 (2022-10-13 20:12), 3.2.9 (2023-06-06 13:20), 3.2.10 (2023-08-26 16:50), 3.2.11 (2023-11-13 18:53), 3.2.13 (2024-01-09 14:30)
Other packages that cited PReMiuM R package
View PReMiuM citation profile
Other R packages that PReMiuM depends,
imports, suggests or enhances
Complete documentation for PReMiuM
Functions, R codes and Examples using
the PReMiuM R package
Some associated functions: PReMiuM-package . calcAvgRiskAndProfile . calcDissimilarityMatrix . calcOptimalClustering . calcPredictions . clusSummaryBernoulliDiscrete . computeRatioOfVariance . generateSampleDataFile . globalParsTrace . heatDissMat . is.wholenumber . mapforGeneratedData . margModelPosterior . plotPredictions . plotRiskProfile . profRegr . rALD . setHyperparams . simBenchmark . summariseVarSelectRho . vec2mat .
Some associated R codes: generateData.R . postProcess.R . Full PReMiuM package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
splm
ML and GM estimation and diagnostic testing of econometric models for spatial panel data. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Giovanni Millo (view profile)
skewlmm
It fits scale mixture of skew-normal linear mixed models using an expectation–maximization (EM) ty ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Fernanda L. Schumacher (view profile)
blandr
Carries out Bland Altman analyses (also known as a Tukey
mean-difference plot) as described by JM B ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Deepankar Datta (view profile)
ggTimeSeries
Provides additional display mediums for time series visualisations. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aditya Kothari (view profile)
PairedData
Many datasets and a set of graphics (based on ggplot2), statistics, effect sizes and hypothesis test ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Stephane Champely (view profile)
plaqr
Estimation, prediction, thresholding, transformation, and plotting for partially linear additive qua ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Adam Maidman (view profile)
28,905
R Packages
247,686
Dependencies
76,495
Author Associations
28,906
Publication Badges
