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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Titolo: Nonparametric Functional Data Analysis: Theory and Practice
Autore:
Fr D. Ric Ferraty,
Vieu Philippe,
Ferraty Frederic
Editore: Springer
Data di Pubblicazione: 2010
Pagine: 00260
Formato: 2
ISBN: 9781441921413