The package “feature” on CRAN does multivariate density estimation. You might be able to use that for MAP estimation by running it on the posterior samples, and it also might be useful for HPD credible regions.
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The package “feature” on CRAN does multivariate density estimation. You might be able to use that for MAP estimation by running it on the posterior samples, and it also might be useful for HPD credible regions.