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Structured penalties for functional linear models—partially empirical eigenvectors for regression

One of the challenges with functional data is incorporating geometric structure, or local correlation, into the analysis. This structure is inherent in the output from an increasing number of biomedical technologies, and a functional linear model is often used to estimate the relationship between th...

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書誌詳細
主要な著者: Randolph, Timothy W., Harezlak, Jaroslaw, Feng, Ziding
フォーマット: Artigo
言語:Inglês
出版事項: 2012
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3358792/
https://ncbi.nlm.nih.gov/pubmed/22639702
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-EJS676
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