An expectation maximization algorithm for the hidden markov models with multiparameter student-t observations
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computational Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://link.springer.com/content/pdf/10.1007/s00180-023-01432-7.pdf
Reference43 articles.
1. Andersson SA, Klein T (2010) On Riesz and Wishart distributions associated with decomposable undirected graphs. J Multivar Anal 101(4):789–810
2. Baum LE, Petrie T (1966) Statistical inference for probabilistic functions of finite state Markov chains. Ann math Stat 37(6):1554–1563
3. Brunel N, Lapuyade-Lahorgue J, Pieczynski W (2010) Modeling and unsupervised classification of multivariate hidden Markov chains with copulas. IEEE Trans on Automatic Control 55(2):338–349
4. Cappé O, Moulines E, Rydén T (2005) Inference in hidden Markov models. Springer-VerlagBerlin, Heidelberg
5. Cho W, Na MH, Kim S (2016a) Human action recognition using variational Bayesian HMM with Dirichlet process mixture of Gaussian Wishart emission model. World Acad Sci Eng Technol Int J Comput Elect Autom Control Information Eng 10:2025–2031
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