Currently, the example code on http://turing.ml/latest/guide.html is incorrect. See issue #562 for the correct code.
@cpfiffer could you have a look at this, please?
Absolutely, probably should have caught this when the last changes to MCMCChain came through.
Updated. I'll go through the rest of the documentation to make sure the MCMCChain stuff is current.
Thanks a lot!