Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms

Author:

Langrock Roland1,Swihart Bruce J.2,Caffo Brian S.2,Punjabi Naresh M.3,Crainiceanu Ciprian M.2

Affiliation:

1. School of Mathematics and Statistics; University of St Andrews; The Observatory, Buchanan Gardens, St Andrews, Fife, KY16 PLZ, Scotland U.K.

2. Department of Biostatistics; Johns Hopkins Bloomberg School of Public Health; Baltimore MD U.S.A.

3. Department of Medicine; Johns Hopkins University; Baltimore MD U.S.A.

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference37 articles.

1. Day-night pattern of sudden death in obstructive sleep apnea;Gami;New England Journal of Medicine,2005

2. Sleep-disordered breathing and mortality: a prospective cohort study;Punjabi;PLoS Med,2009

3. Nonparametric signal extraction and measurement error in the analysis of electroencephalographic activity during sleep;Crainiceanu;Journal of the American Statistical Association,2009

4. Multilevel functional principal component analysis;Di;Annals of Applied Statistics,2009

5. Power spectral analysis of EEG activity during sleep in cigarette smokers;Zhang;Chest,2008

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