Hidden Markov models: Estimation theory and economic applications

Hidden Markov models: Estimation theory and economic applications

In this thesis, maximum likelihood estimation of hidden Markov models in several settings is investigated. Nonparametric estimation of state-dependent general mixtures and log-concave densities is discussed theoretically and algorithmically. Penalized estimation for parametric hidden Markov models c...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Leister, Anna Maria
Awduron Eraill: Holzmann, Hajo (Prof. Dr.) (Cynghorydd traethodau ymchwil)
Fformat: Dissertation
Iaith:Saesneg
Cyhoeddwyd: Philipps-Universität Marburg 2016
Pynciau:
Mathematik
EM-algorithm
Hidden Markov Modell
Schätztheorie
Maximum Likelihood Schätzung
EM-Algorithmus
Statistik
estimation theory
statistics
Hidden Markov models
Mathematics
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