Kasper
Berthelsen, Lancaster
Title: Exact sampling
and filtering
We present a method for producing perfect samples of the unobserved
hidden states in a class of non-linear hidden Markov model.
The algorithm fits into the framework of Wilson's read once
coupling from the past algorithm. The main feature of the algorithm is a
random update function which maps the unbounded state space into
a finite set.