Function to sample from a GP model that is assumed to be a -lnLikelihood surface with flat priors and bounded region

mcmc.GP(gp, x0, nmcmc, rng, format = "lin", mix = "joint",
  splinefcns = NULL, jmp0 = 0.35 * (rng[, 2] - rng[, 1]),
  ar.target = 0.5, priors = NA, settings, run.block = TRUE, n.of.obs,
  llik.fn, hyper.pars, resume.list = NULL)

Arguments

x0
format

lin = lnlike fcn, log = log(lnlike)

mix

each = jump each dim. independently, joint = jump all at once

priors