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Review of functional data analysis

Review of functional dataanalysisJane-Ling Wang,1 Jeng-Min Chiou,2andHans-Georg M uller11 Department of Statistics/University of California, Davis, USA, 956162 Institute of Statistical Science/Academia Sinica,Tapei, Taiwan, Rev. Statist. 2015. ?:1 41 This article s ((please add article doi))Copyrightc 2015 by Annual rights reservedKeywordsFunctional principal component analysis , functional correlation, functional linear regression, functional additive model, clustering andclassification, time warpingAbstractWith the advance of modern technology, more and more data are be-ing recorded continuously during a time interval or intermittently atseveral discrete time points.

form of functions, images and shapes, or more general objects. The atom of functional data is a function, where for each subject in a random sample one or several functions are recorded. While the term \functional data analysis" was coined by Ramsay (1982) and Ramsay & Dalzell (1991), the history of this area is much older and dates back to ...

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