Parameter Estimation in Hidden Markov Models with Intractable Likelihoods Using Sequential Monte Carlo

Sinan Yildirim, Sumeetpal Singh, Thomas Dean +1

We propose sequential Monte Carlo based algorithms for maximum likelihood estimation of the static parameters in hidden Markov models with an intractable likelihood using ideas fro…