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Modeling sleep fragmentation in sleep hypnograms: An instance of fast, scalable discrete-state, discrete-time analyses

Methods are introduced for the analysis of large sets of sleep study data (hypnograms) using a 5-state 20-transition-type structure defined by the American Academy of Sleep Medicine. Application of these methods to the hypnograms of 5598 subjects from the Sleep Heart Health Study provide: the first...

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Publicat a:Comput Stat Data Anal
Autors principals: Swihart, Bruce J., Punjabi, Naresh M., Crainiceanu, Ciprian M.
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4865264/
https://ncbi.nlm.nih.gov/pubmed/27182097
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2015.03.001
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