Yes, the example above runs quickly–I am not sure it took 5 seconds, but a maybe a couple minutes.
I am working on a laptop so perhaps that is why it is slow. I would not think that a MVN would take so long as I would guess it would not take much longer than 16 normal distributions.
Thanks for all the help!