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Statistical Inference in Hidden Markov Models Using k-Segment Constraints

Hidden Markov models (HMMs) are one of the most widely used statistical methods for analyzing sequence data. However, the reporting of output from HMMs has largely been restricted to the presentation of the most-probable (MAP) hidden state sequence, found via the Viterbi algorithm, or the sequence o...

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Bibliografiske detaljer
Udgivet i:J Am Stat Assoc
Main Authors: Titsias, Michalis K., Holmes, Christopher C., Yau, Christopher
Format: Artigo
Sprog:Inglês
Udgivet: Taylor & Francis 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4867884/
https://ncbi.nlm.nih.gov/pubmed/27226674
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.998762
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