{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T21:14:21Z","timestamp":1771881261781,"version":"3.50.1"},"reference-count":26,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2002,9,1]],"date-time":"2002-09-01T00:00:00Z","timestamp":1030838400000},"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":[[2002,9]]},"DOI":"10.1109\/tsp.2002.801921","type":"journal-article","created":{"date-parts":[[2002,11,7]],"date-time":"2002-11-07T19:41:04Z","timestamp":1036698064000},"page":"2245-2257","source":"Crossref","is-referenced-by-count":124,"title":["Variational Bayes for generalized autoregressive models"],"prefix":"10.1109","volume":"50","author":[{"given":"S.J.","family":"Roberts","sequence":"first","affiliation":[]},{"given":"W.D.","family":"Penny","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198538493.001.0001"},{"key":"ref2","volume-title":"Numerical Recipes in C","author":"Press","year":"1992"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4076(95)01744-5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2307\/1403430"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/89.701365"},{"key":"ref6","volume-title":"A reversible jump sampler for autoregressive time series, employing full conditionals to achieve efficient model space moves","author":"Troughton","year":"1997"},{"issue":"4","key":"ref7","doi-asserted-by":"crossref","first-page":"731","DOI":"10.1111\/1467-9868.00095","article-title":"On Bayesian analysis of mixtures with an unknown number of components","volume":"59","author":"Richardson","year":"1997","journal-title":"J. R. Statist. Soc. B"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0443-8_5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1049\/cp:19991160"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.2000.889436"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.2000.889369"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.2000.889370"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1985.1103788"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1985.1103786"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/0471704091"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0717-7","volume-title":"Numerical Bayesian Methods Applied to Signal Processing","author":"O\u2019Ruaniaidh","year":"1996"},{"key":"ref17","volume-title":"Elements of Information Theory","author":"Cover","year":"1991"},{"key":"ref18","article-title":"A variational Bayesian framework for graphical models","volume-title":"NIPS 12","author":"Attias","year":"2000"},{"key":"ref19","volume-title":"Efficient approximations for the marginal likelihood of Bayesian networks with hidden variables","author":"Chickering","year":"1996"},{"key":"ref20","volume-title":"Markov chain Monte Carlo methods for Bayesian sensor fusion","author":"Sykacek","year":"2000"},{"key":"ref21","volume-title":"Ensemble learning and evidence maximization","author":"Mackay","year":"1995"},{"key":"ref22","volume-title":"Ensemble learning for independent component analysis","author":"Miskin","year":"2000"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/SERIES1345"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1049\/cp:20000319"},{"key":"ref25","volume-title":"Higher-Order Spectra Analysis: A Nonlinear Signal Processing Framework","author":"Nikias","year":"1993"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/7.4.374"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/78\/22056\/01025587.pdf?arnumber=1025587","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,20]],"date-time":"2025-04-20T04:38:49Z","timestamp":1745123929000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/1025587\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,9]]},"references-count":26,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2002,9]]}},"URL":"https:\/\/doi.org\/10.1109\/tsp.2002.801921","relation":{},"ISSN":["1053-587X"],"issn-type":[{"value":"1053-587X","type":"print"}],"subject":[],"published":{"date-parts":[[2002,9]]}}}