Methods for combining independent subset Markov chain Monte Carlo (MCMC) posterior samples to estimate a posterior density given the full data set

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Documentation for package ‘parallelMCMCcombine’ version 1.0

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parallelMCMCcombine-package parallelMCMCcombine
consensusMCcov Consensus Monte Carlo Algorithm (for correlated parameters)
consensusMCindep Consensus Monte Carlo Algorithm (for independent parameters)
sampleAvg Sample Averaging Method
semiparamDPE Semiparametric Consensus Method