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Statistical Learning with Time Series Dependence: An Application to Scoring Sleep in Mice

We develop methodology which combines statistical learning methods with generalized Markov models, thereby enhancing the former to account for time series dependence. Our methodology can accommodate very general and very long-term time dependence structures in an easily estimable and computationally...

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書誌詳細
主要な著者: McShane, Blakeley B., Jensen, Shane T., Pack, Allan I., Wyner, Abraham J.
フォーマット: Artigo
言語:Inglês
出版事項: 2013
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3913289/
https://ncbi.nlm.nih.gov/pubmed/24504359
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.779838
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