{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T08:29:39Z","timestamp":1774945779605,"version":"3.50.1"},"reference-count":25,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2011,10,1]],"date-time":"2011-10-01T00:00:00Z","timestamp":1317427200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2011,10]]},"DOI":"10.1109\/tsp.2011.2161296","type":"journal-article","created":{"date-parts":[[2011,7,7]],"date-time":"2011-07-07T18:08:31Z","timestamp":1310062111000},"page":"4606-4619","source":"Crossref","is-referenced-by-count":15,"title":["Rao-Blackwellization of Particle Markov Chain Monte Carlo Methods Using Forward Filtering Backward Sampling"],"prefix":"10.1109","volume":"59","author":[{"given":"Jimmy","family":"Olsson","sequence":"first","affiliation":[]},{"given":"Tobias","family":"Ryden","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008935410038"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1214\/10-AAP735"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00736.x"},{"key":"ref13","author":"pitt","year":"2010","journal-title":"Auxiliary Particle Filtering Within Adaptive Metropolis-Hastings Sampling"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1198\/016214504000000151"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.2307\/2670179"},{"key":"ref16","first-page":"1","article-title":"Optimality of the auxiliary particle filter","volume":"29","author":"douc","year":"2009","journal-title":"Probab Math Statist"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/10-AOS834"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asq013"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1214\/154957804100000024"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1198\/016214502753479464"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/0167-7152(93)90127-5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4076(95)01770-4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/84.3.653"},{"key":"ref8","year":"2001","journal-title":"Sequential Monte Carlo Methods in Practice"},{"key":"ref7","author":"fearnhead","year":"1998","journal-title":"Sequential Monte Carlo methods in filter theory"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177697196"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1007\/0-387-28982-8","author":"capp","year":"2005","journal-title":"Inference in Hidden Markov Models"},{"key":"ref1","author":"durbin","year":"2001","journal-title":"Time Series Analysis by State Space Methods"},{"key":"ref20","author":"olsson","year":"2010","journal-title":"A particle-based Markov chain Monte Carlo sampler for state-space models with applications to DNA copy number data"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-69033-9","author":"asmussen","year":"2007","journal-title":"Stochastic simulation Algorithms and analysis"},{"key":"ref21","author":"whiteley","year":"2010","journal-title":"Efficient Bayesian inference for switching state-space models using discrete particle Markov chain Monte Carlo methods"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1007\/b97391","author":"brockwell","year":"2002","journal-title":"Introduction to Time Series and Forecasting"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/2289375"},{"key":"ref25","first-page":"203","volume":"1","author":"taylor","year":"1982","journal-title":"Time Series Analysis Theory and Practice"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/78\/6017237\/05940249.pdf?arnumber=5940249","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T23:47:57Z","timestamp":1633909677000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5940249\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,10]]},"references-count":25,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2011.2161296","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,10]]}}}