Open AccessParameter Estimation for Hidden Markov models with Intractable Likelihoods
Author(s) -
Thomas A. Dean,
Sumeetpal S. Singh,
Ajay Jasra,
Gareth W. Peters
Publication year - 2011
Publication title -
nature precedings
Language(s) - English
Resource type - Journals
ISSN - 1756-0357
DOI - 10.1038/npre.2011.5957
Subject(s) - approximate bayesian computation , estimator , consistency (knowledge bases) , asymptotic distribution , computer science , estimation theory , mathematics , markov chain monte carlo , maximum likelihood , likelihood function , computation , bayesian probability , mathematical optimization , statistics , algorithm , inference , artificial intelligence