acf
. If a Markov chain with high autocorrelation, then it will move around the parameter space slowly, taking a long time to achieve the correct balance among the different regions of the parameter space.effectiveSize
in the coda
package, which can be interpreted as the number of independent Monte Carlo samples necessary to give the same precision as the MCMC samples.