Markov chain Monte Carlo (MCMC) Package

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Documentation for package ‘MCMCpack’ version 1.0-5

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BayesFactor Create an object of class BayesFactor from MCMCpack output
choicevar Handle Choice-Specific Covariates in Multinomial Choice Models
ddirichlet The Dirichlet Distribution
dinvgamma The Inverse Gamma Distribution
Dirichlet The Dirichlet Distribution
diwish The Inverse Wishart Distribution
dnoncenhypergeom The Noncentral Hypergeometric Distribution
dtomogplot Dynamic Tomography Plot
dwish The Wishart Distribution
InvGamma The Inverse Gamma Distribution
InvWishart The Inverse Wishart Distribution
is.BayesFactor Create an object of class BayesFactor from MCMCpack output
MCbinomialbeta Monte Carlo Simulation from a Binomial Likelihood with a Beta Prior
MCMCbinaryChange Markov Chain Monte Carlo for a Binary Multiple Changepoint Model
MCMCdynamicEI Markov Chain Monte Carlo for Quinn's Dynamic Ecological Inference Model
MCMCdynamicIRT1d Markov Chain Monte Carlo for Dynamic One Dimensional Item Response Theory Model
MCMCdynamicIRT1d_b Markov Chain Monte Carlo for Dynamic One Dimensional Item Response Theory Model
MCMCfactanal Markov Chain Monte Carlo for Normal Theory Factor Analysis Model
MCMChierEI Markov Chain Monte Carlo for Wakefield's Hierarchial Ecological Inference Model
MCMCirt1d Markov Chain Monte Carlo for One Dimensional Item Response Theory Model
MCMCirtHier1d Markov Chain Monte Carlo for Hierarchical One Dimensional Item Response Theory Model, Covariates Predicting Latent Ideal Point (Ability)
MCMCirtKd Markov Chain Monte Carlo for K-Dimensional Item Response Theory Model
MCMCirtKdHet Markov Chain Monte Carlo for Heteroskedastic K-Dimensional Item Response Theory Model
MCMCirtKdRob Markov Chain Monte Carlo for Robust K-Dimensional Item Response Theory Model
MCMClogit Markov Chain Monte Carlo for Logistic Regression
MCMCmetrop1R Metropolis Sampling from User-Written R function
MCMCmixfactanal Markov Chain Monte Carlo for Mixed Data Factor Analysis Model
MCMCmnl Markov Chain Monte Carlo for Multinomial Logistic Regression
MCMCoprobit Markov Chain Monte Carlo for Ordered Probit Regression
MCMCordfactanal Markov Chain Monte Carlo for Ordinal Data Factor Analysis Model
MCMCpoisson Markov Chain Monte Carlo for Poisson Regression
MCMCpoissonChange Markov Chain Monte Carlo for a Poisson Regression Changepoint Model
MCMCprobit Markov Chain Monte Carlo for Probit Regression
MCMCquantreg Bayesian quantile regression using Gibbs sampling
MCMCregress Markov Chain Monte Carlo for Gaussian Linear Regression
MCMCSVDreg Markov Chain Monte Carlo for SVD Regression
MCMCtobit Markov Chain Monte Carlo for Gaussian Linear Regression with a Censored Dependent Variable
MCmultinomdirichlet Monte Carlo Simulation from a Multinomial Likelihood with a Dirichlet Prior
MCnormalnormal Monte Carlo Simulation from a Normal Likelihood (with known variance) with a Normal Prior
MCpoissongamma Monte Carlo Simulation from a Poisson Likelihood with a Gamma Prior
Nethvote Dutch Voting Behavior in 1989
NoncenHypergeom The Noncentral Hypergeometric Distribution
PErisk Political Economic Risk Data from 62 Countries in 1987
plotChangepoint Posterior Density of Regime Change Plot
plotState Changepoint State Plot
PostProbMod Calculate Posterior Probability of Model
procrustes Procrustes Transformation
rdirichlet The Dirichlet Distribution
read.Scythe Read a Matrix from a File written by Scythe
Rehnquist U.S. Supreme Court Vote Matrix, Rehnquist Court (1994-2004)
rinvgamma The Inverse Gamma Distribution
riwish The Inverse Wishart Distribution
rnoncenhypergeom The Noncentral Hypergeometric Distribution
rwish The Wishart Distribution
Senate 106th U.S. Senate Roll Call Vote Matrix
SupremeCourt U.S. Supreme Court Vote Matrix
tomogplot Tomography Plot
vech Extract Lower Triangular Elements from a Symmetric Matrix
Wishart The Wishart Distribution
write.Scythe Write a Matrix to a File to be Read by Scythe
xpnd Expand a Vector into a Symmetric Matrix