Modern apparatuses allow us to collect samples of functional
data, mainly curves but also images. On the other hand,
nonparametric statistics produces useful tools for standard data
exploration. This book links these two fields of modern statistics
by explaining how functional data can be studied through
parameter-free statistical ideas. At the same time it shows how
functional data can be studied through parameter-free statistical
ideas, and offers an original presentation of new nonparametric
statistical methods for functional data analysis.
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