Hybrid Markov Chain Monte Carlo Using Gaussian Processes

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Documentation for package ‘MCMChybridGP’ version 7.0.2

• DESCRIPTION file.
• Code demos. Use demo() to run them.

Help Pages

MCMChybridGP-package	Hybrid MCMC for a multimodal density with derivatives replaced by Gaussian process
.hybrid.template	Sampling phase applying results from Exploratory phase.
Demo	Run the MCMChybridGP demonstration
generateX0	Generate some initial points for the hybrid explore phase
GProcess	Determine a Gaussian process fit to a multivariate log-density function.
hybrid.explore	Exploratory phase to determine points used for a Gaussian process fit.
hybrid.sample	Sampling phase applying results from Exploratory phase.
MCMChybridGP	Hybrid MCMC for a multimodal density with derivatives replaced by Gaussian process