Nonparametric Functional Data Analysis

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Mathematics
Nonparametric Functional Data Analysis

Nonparametric Functional Data Analysis

Name: Nonparametric Functional Data Analysis
ISBN: 9781441921413

Frédéric Ferraty, Philippe Vieu

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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.

Categories:

Mathematics

Year:

2010

Edition:

1st Edition.

Publisher:

Springer

Language:

english

Pages:

260