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Applications of functional data analysis: A systematic review

BACKGROUND: Functional data analysis (FDA) is increasingly being used to better analyze, model and predict time series data. Key aspects of FDA include the choice of smoothing technique, data reduction, adjustment for clustering, functional linear modeling and forecasting methods. METHODS: A systema...

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Detalles Bibliográficos
Autores principales: Ullah, Shahid, Finch, Caroline F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3626842/
https://www.ncbi.nlm.nih.gov/pubmed/23510439
http://dx.doi.org/10.1186/1471-2288-13-43