This may be used to plot a juxtaposition of MCMC algorithms according
either to IAT
or ISM (Independent Samples per Minute).
# S3 method for juxtapose
plot(x, Style="ISM", …)
This required argument is an object of class
juxtapose
.
This argument accepts either IAT
or ISM
,
and defaults to ISM
.
Additional arguments are unused.
When Style="IAT"
, the medians and 95% probability intervals of
the integrated autocorrelation times (IATs) of MCMC algorithms are
displayed in a caterpillar plot. The best, or least inefficient, MCMC
algorithm is the algorithm with the lowest IAT.
When Style="ISM"
, the medians and 95% probability intervals of
the numbers of independent samples per minute (ISM) of MCMC algorithms
are displayed in a caterpillar plot. The best, or least inefficient,
MCMC algorithm is the algorithm with the highest ISM.
For more information, see the Juxtapose
function.