https://communities.sas.com/t5/Statistical-Procedures/PROC-MI-visualize-posterior-predictive-distribuzione-od-AUGMENT/m-p/792008#M38810 <P>I am not sure there is any good way to do this.&nbsp; The normal way would be to use Proc MCMC as you mentioned, but because you are using AUGMENT=LIKELIHOOD, that no longer is an option.</P> Mon, 24 Jan 2022 22:00:47 GMT SAS_Rob 2022-01-24T22:00:47Z https://communities.sas.com/t5/Statistical-Procedures/PROC-MI-visualize-posterior-predictive-distribuzione-od-AUGMENT/m-p/791566#M38791 Hello,<BR />I wonder how to visualize the posterior predictive distribution used for imputation in PROC MI, in case the LIKELIHOOD=AUGMENT option was used, as I believe this does not concide with the posterior predictive distribution employed when likelihood estimates are valid (the latter would be obtained through PROC MCMC).<BR />Moreover, how can I perform posterior predictive check in SAS in this case ?<BR /><BR />Thanks,<BR /><BR />Simone Fri, 21 Jan 2022 18:46:40 GMT https://communities.sas.com/t5/Statistical-Procedures/PROC-MI-visualize-posterior-predictive-distribuzione-od-AUGMENT/m-p/791566#M38791 SimoneStefano96 2022-01-21T18:46:40Z https://communities.sas.com/t5/Statistical-Procedures/PROC-MI-visualize-posterior-predictive-distribuzione-od-AUGMENT/m-p/792008#M38810 <P>I am not sure there is any good way to do this.&nbsp; The normal way would be to use Proc MCMC as you mentioned, but because you are using AUGMENT=LIKELIHOOD, that no longer is an option.</P> Mon, 24 Jan 2022 22:00:47 GMT https://communities.sas.com/t5/Statistical-Procedures/PROC-MI-visualize-posterior-predictive-distribuzione-od-AUGMENT/m-p/792008#M38810 SAS_Rob 2022-01-24T22:00:47Z