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Robust Classification of Functional and Quantitative Image Data Using Functional Mixed Models

This paper introduces new methods for performing classification of complex, high-dimensional functional data using the functional mixed model (FMM) framework. The FMM relates a functional response to a set of predictors through functional fixed and random effects, which allows it to account for vari...

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Hlavní autoři: Zhu, Hongxiao, Brown, Philip J., Morris, Jeffrey S.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3443537/
https://ncbi.nlm.nih.gov/pubmed/22670567
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2012.01765.x
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