Nonparametric Functional Data Analysis: Theory and Practice

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 th...

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Detalles Bibliográficos
Autores principales: Ferraty, Frédéric, Vieu, Philippe
Lenguaje:eng
Publicado: Springer 2006
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/0-387-36620-2
http://cds.cern.ch/record/1338222
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author Ferraty, Frédéric
Vieu, Philippe
author_facet Ferraty, Frédéric
Vieu, Philippe
author_sort Ferraty, Frédéric
collection CERN
description 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.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2006
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spelling cern-13382222021-04-22T01:07:05Zdoi:10.1007/0-387-36620-2http://cds.cern.ch/record/1338222engFerraty, FrédéricVieu, PhilippeNonparametric Functional Data Analysis: Theory and PracticeMathematical Physics and MathematicsModern 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.Springeroai:cds.cern.ch:13382222006
spellingShingle Mathematical Physics and Mathematics
Ferraty, Frédéric
Vieu, Philippe
Nonparametric Functional Data Analysis: Theory and Practice
title Nonparametric Functional Data Analysis: Theory and Practice
title_full Nonparametric Functional Data Analysis: Theory and Practice
title_fullStr Nonparametric Functional Data Analysis: Theory and Practice
title_full_unstemmed Nonparametric Functional Data Analysis: Theory and Practice
title_short Nonparametric Functional Data Analysis: Theory and Practice
title_sort nonparametric functional data analysis: theory and practice
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/0-387-36620-2
http://cds.cern.ch/record/1338222
work_keys_str_mv AT ferratyfrederic nonparametricfunctionaldataanalysistheoryandpractice
AT vieuphilippe nonparametricfunctionaldataanalysistheoryandpractice

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