Non singularity of the asymptotic Fisher information matrix in hidden   Markov models
  In this paper, we consider a parametric hidden Markov model where the hidden state space is non necessarily finite. We provide a necessary and sufficient condition for the invertibility of the limiting Fisher information matrix. 
Randal Douc (CMAP)