Model diagnostics and steady-state and convergence testing

  1. I am not sure I understand the problem. By construction, the smoothed variables correspond to the data for observables. That is expected. Theoretical moments vs moments based on smoothed series may be relevant.
  2. You can usually ignore such dots at the border of the parameter space.