Identification and estimation of hidden Markov models

In the current thesis several selected aspects of the two related latent class models; finite mixtures and hidden Markov models, were considered. The problem of calculating the MLE of a Gaussian mixture with Newton's method and the consistency of penalized MLE were investigated. A penaliz...

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主要作者: Alexandrovich, Grigory
其他作者: Holzmann, Hajo (Prof. Dr.) (BetreuerIn (Doktorarbeit))
格式: Dissertation
語言:英语
出版: Philipps-Universität Marburg 2014
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