How to deal with dynamic parameters?

I am currently trying to replicate a paper. There are some dynamic parameters where marginal and prior distributions are provided. I had the question that when plugging the parameters in dynare, what should I be using? Should I use the mode/mean of the posterior? I am new in Dynare and I would really appreciate your help.

There is no general answer. See e.g.