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Generalized Multilevel Function-on-Scalar Regression and Principal Component Analysis

This manuscript considers regression models for generalized, multilevel functional responses: functions are generalized in that they follow an exponential family distribution and multilevel in that they are clustered within groups or subjects. This data structure is increasingly common across scient...

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Vydáno v:Biometrics
Hlavní autoři: Goldsmith, Jeff, Zipunnikov, Vadim, Schrack, Jennifer
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4479975/
https://ncbi.nlm.nih.gov/pubmed/25620473
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12278
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