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A survey of functional principal component analysis

Shang, Hanlin


Advances in data collection and storage have tremendously increased the presence of functional data, whose graphical representations are curves, images or shapes. As a new area of statistics, functional data analysis extends existing methodologies and theories from the realms of functional analysis, generalized linear model, multivariate data analysis, nonparametric statistics, regression models and many others. From both methodological and practical viewpoints, this paper provides a review of...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Journal article
Source: Advances in Statistical Analysis
DOI: 10.1007/s10182-013-0213-1


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