Question on the bayesian estimation results

Dear Professor Pfeifer,

I use 6 series of data to do the bayesian estimation on a DSEG model with 6 shocks. If I change the data that being used during the estimation, the results will change as well. How should I judge which results are more acceptable?

Thank you very much for your time on this.