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A numerically efficient implementation of the expectation maximization algorithm for state space models

dc.contributor.authorMader, Wolfgang
dc.contributor.authorLinke, Yannick
dc.contributor.authorMader, Malenka
dc.contributor.authorSommerlade, Linda
dc.contributor.authorTimmer, Jens
dc.contributor.authorSchelter, Bjoern
dc.contributor.institutionUniversity of Aberdeen.Physicsen
dc.contributor.institutionUniversity of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)en
dc.date.accessioned2015-03-17T14:29:00Z
dc.date.available2015-03-17T14:29:00Z
dc.date.issued2014-08-15
dc.description.statusPeer revieweden
dc.format.extent11
dc.format.extent539240
dc.identifier48634397
dc.identifieradf6c229-6336-43c6-a65f-a4c8f84602ef
dc.identifier000338734700023
dc.identifier84901951046
dc.identifier.citationMader, W, Linke, Y, Mader, M, Sommerlade, L, Timmer, J & Schelter, B 2014, 'A numerically efficient implementation of the expectation maximization algorithm for state space models', Applied Mathematics and Computation, vol. 241, pp. 222-232. https://doi.org/10.1016/j.amc.2014.05.021en
dc.identifier.doi10.1016/j.amc.2014.05.021
dc.identifier.issn0096-3003
dc.identifier.urihttp://hdl.handle.net/2164/4320
dc.identifier.vol241en
dc.language.isoeng
dc.relation.ispartofApplied Mathematics and Computationen
dc.subjectKalman filteren
dc.subjectexpectation-maximization algorithmen
dc.subjectparameter estimationen
dc.subjectstate-space modelen
dc.subjectmaximum-likelihooden
dc.subjectsystemsen
dc.subjectQC Physicsen
dc.subject.lccQCen
dc.titleA numerically efficient implementation of the expectation maximization algorithm for state space modelsen
dc.typeJournal articleen

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