Algorithms for Pitman-Yor Process Mixtures

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Documentation for package ‘BNPmix’ version 0.1.1

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cDDP C++ function to estimate DDP models with 1 grouping variables
cICS C++ function to estimate Pitman-Yor univariate mixtures via importance conditional sampler
cICS_mv C++ function to estimate Pitman-Yor multivariate mixtures via importance conditional sampler
condDDP Conditional dependent Dirichlet process
condMCMC MCMC for univariate Pitman-Yor mixtures
condMCMCmv MCMC for multivariate Pitman-Yor mixtures
cSLI C++ function to estimate Pitman-Yor univariate mixtures via slice sampler
cSLI_mv C++ function to estimate Pitman-Yor multivariate mixtures via slice sampler
MAR C++ function to estimate Pitman-Yor univariate mixtures via marginal sampler
MAR_mv C++ function to estimate Pitman-Yor multivariate mixtures via marginal sampler
modCond modCond class constructor
plot.modCond modCond summary method
summary.modCond modCond summary method