CRAN/E | MCMCpack

MCMCpack

Markov Chain Monte Carlo (MCMC) Package

Installation

About

Contains functions to perform Bayesian inference using posterior simulation for a number of statistical models. Most simulation is done in compiled C++ written in the Scythe Statistical Library Version 1.0.3. All models return 'coda' mcmc objects that can then be summarized using the 'coda' package. Some useful utility functions such as density functions, pseudo-random number generators for statistical distributions, a general purpose Metropolis sampling algorithm, and tools for visualization are provided.

Citation MCMCpack citation info
CRAN.R-project.org/package=MCMCpack
System requirements gcc (>= 4.0)

Key Metrics

Version 1.7-0
R ≥ 3.6
Published 2024-01-18 89 days ago
Needs compilation? yes
License GPL-3
CRAN checks MCMCpack results

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Maintainer

Maintainer

Jong Hee Park

jongheepark@snu.ac.kr

Authors

Andrew D. Martin

aut

Kevin M. Quinn

aut

Jong Hee Park

aut / cre

Ghislain Vieilledent

ctb

Michael
Malecki[ctb
Matthew Blackwell

ctb

Keith Poole

ctb

Craig Reed

ctb

Ben Goodrich

ctb

Qiushi Yu

ctb

Ross Ihaka

cph

The R Development Core Team

cph

The R Foundation

cph

Pierre L'Ecuyer

cph

Makoto Matsumoto

cph

Takuji Nishimura

cph

Material

README
Reference manual
Package source

In Views

Bayesian
Distributions
Psychometrics
Survival

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MCMCpack archive

Depends

R ≥ 3.6
coda ≥ 0.11-3
MASS
stats

Imports

graphics
grDevices
lattice
methods
utils
mcmc
quantreg

Reverse Depends

bacr
BayesESS
brxx
manet
netcmc
NetworkChange
pCalibrate
PhViD
PICBayes
robustsae
RSGHB
twl
uskewFactors

Reverse Imports

adaptsmoFMRI
animalEKF
bartcs
BatchQC
Bayenet
bayesanova
BayesDissolution
bayesDP
BayesianFactorZoo
BayesLCA
BayesMFSurv
bayesmove
BayesPostEst
bayest
BCClong
Bergm
bgumbel
BHAI
bmet
BMRMM
bmstdr
BMTAR
CARBayes
CARBayesST
ccpsyc
clickb
coarseDataTools
ConsReg
DCATS
DPtree
epigenomix
evolqg
factor.switching
FAVAR
fdrDiscreteNull
frenchFISH
gJLS2
GraphAT
hdpGLM
HKprocess
HMMmlselect
Hmsc
lchemix
llbayesireg
lsirm12pl
maxcombo
MBSGS
MBSP
mbsts
MCPAN
Load all 81 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

BayesDA
bridgesampling
DOBAD
dyn
fido
frontier
greta
hmclearn
ivdoctr
MCMCglmm
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multiocc
pscl
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Racmacs

Reverse Enhances

emmeans