Is it possible to run two linear Bayesian models using the Markov Chain Monte Carlo algorithm in SPSS? for instance; to investigate the effect of sex differences in the relationship between fatigue and depression ...
I think it is better to use Bayesian software packages such as OpenBUGS, JAGS, or Stan to write down your model. Writing the model allows you to control how to specify two "sub-models" at the same time.