Nonparametric Functional Data Analysis 53 Altschuler

Altschuler

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dessen Hauptkomponenten miteinander verbunden sind:

Friedrich Schiller

Nonparametric Functional Data Analysis 53 AltschulerModern 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. This book starts from theoretical foundations including functional nonparametric modeling, description of the