Volume 77, Issue 2 | METRON

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Volume 77, Issue 2

August 2019

Hidden Markov Models: Theory and Applications

Issue Editors:

Jan Bulla,
Roland Langrock,
Antonello Maruotti

6 articles in this issue

Guest editor’s introduction to the special issue on “Hidden Markov Models: Theory and Applications”
Jan Bulla
Roland Langrock
Antonello Maruotti
EditorialNotes 17 July 2019 Pages: 63 - 66
A continuous-time hidden Markov model for cancer surveillance using serum biomarkers with application to hepatocellular carcinoma
Ruben Amoros
Ruth King
Thomas G. Bird
OriginalPaper Open access 30 May 2019 Pages: 67 - 86
Penalized estimation of flexible hidden Markov models for time series of counts
Timo Adam
Roland Langrock
Christian H. Weiß
OriginalPaper 15 June 2019 Pages: 87 - 104
Parameter redundancy and identifiability in hidden Markov models
Diana J. Cole
OriginalPaper Open access 18 July 2019 Pages: 105 - 118
Unsupervised separation of dynamics from pixels
Silvia Chiappa
Ulrich Paquet
OriginalPaper 20 July 2019 Pages: 119 - 135
Estimation of Viterbi path in Bayesian hidden Markov models
Jüri Lember
Dario Gasbarra
Kristi Kuljus
OriginalPaper 28 May 2019 Pages: 137 - 169