Bayesian estimation: Orthogonalized shocks

Stochastic singularity is a fundamental problem with the estimation setup. Your model implies an exact linear combination between the observables. Using an older Dynare version that did not check for this issue is not a solution here. One way of debugging is to drop one observable at a time and see when the problem disappears.