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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Päätekijä: Leister, Anna Maria
Muut tekijät: Holzmann, Hajo (Prof. Dr.) (BetreuerIn (Doktorarbeit))
Aineistotyyppi: Dissertation
Kieli:englanti
Julkaistu: Philipps-Universität Marburg 2016
Aiheet:
Mathematik
EM-algorithm
Hidden Markov Modell
Schätztheorie
Maximum Likelihood Schätzung
EM-Algorithmus
Statistik
estimation theory
statistics
Hidden Markov models
Mathematics
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