What might cause persistently inflated (>1.1) values of r-hat in a community occupancy analysis?

Hi all, I'm trying to fit a couple of community occupancy models and am noticing that r-hat values for certain parameters are well above 1.1 (in the 1.3 - 1.6 range) even with fairly long runs...

26 December 2014 3,596 2 View