I want to calculate the likelihood at the posterior means of my parameters (a.k.a. Dhat). Its a hierarchical model. Which likelihood function should I use ??
The program Im using only gives me the posterior means and distributions of the parameters.
Model: y=Xbeta +delta + epsilon
where delta is the hierarchical errors, which has two error components.