Nonparametric Functional Data Analysis

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Nonparametric Functional Data Analysis

Nonparametric Functional Data Analysis
Author :
Publisher : Springer Science & Business Media
Total Pages : 260
Release :
ISBN-10 : 9780387366203
ISBN-13 : 0387366202
Rating : 4/5 (202 Downloads)

Book Synopsis Nonparametric Functional Data Analysis by : Frédéric Ferraty

Download or read book Nonparametric Functional Data Analysis written by Frédéric Ferraty and published by Springer Science & Business Media. This book was released on 2006-11-22 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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