Bayesian Monte Carlo estimation for profile hidden Markov models

DOI10.1016/j.mcm.2007.07.002zbMath1145.62313OpenAlexW2087572004MaRDI QIDQ949487

John E. Angus, Steven J. Lewis, Alpan Raval

Publication date: 21 October 2008

Published in: Mathematical and Computer Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mcm.2007.07.002

zbMATH Keywords

estimationhidden Markov modelsMarkov chain Monte Carlo methodsBayesian methods

Mathematics Subject Classification ID

Point estimation (62F10) Bayesian inference (62F15) Markov processes: estimation; hidden Markov models (62M05) Monte Carlo methods (65C05)

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Cites Work

• Stochastic models for heterogeneous DNA sequences
• Biological Sequence Analysis
• Bayesian Methods for Hidden Markov Models
• Statistical Inference for Probabilistic Functions of Finite State Markov Chains
• Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
• Probabilistic Functions of Finite State Markov Chains
• A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains