Robust, partially alive particle Metropolis-Hastings via the Frankenfilter

Chris Sherlock, Andrew Golightly, Anthony Lee

When a hidden Markov model permits the conditional likelihood of an observation given the hidden process to be zero, all particle simulations from one observation time to the next…