Applied Functional Data Analysis: Methods and Case Studies J.O. Ramsay

ISBN: 9780387954141

Published: June 13th 2002

Paperback

191 pages


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Applied Functional Data Analysis: Methods and Case Studies  by  J.O. Ramsay

Applied Functional Data Analysis: Methods and Case Studies by J.O. Ramsay
June 13th 2002 | Paperback | PDF, EPUB, FB2, DjVu, AUDIO, mp3, RTF | 191 pages | ISBN: 9780387954141 | 6.49 Mb

Almost as soon as we had completed our previous book Functional Data Analysis in 1997, it became clear that potential interest in the ?eld was far wider than the audience for the thematic presentation we had given there.

At the same time, both of usMoreAlmost as soon as we had completed our previous book Functional Data Analysis in 1997, it became clear that potential interest in the ?eld was far wider than the audience for the thematic presentation we had given there. At the same time, both of us rapidly became involved in relevant new research involving many colleagues in ?elds outside statistics.

This book treats the ?eld in a di?erent way, by considering case st- ies arising from our own collaborative research to illustrate how functional data analysis ideas work out in practice in a diverse range of subject areas. These include criminology, economics, archaeology, rheumatology, psych- ogy, neurophysiology, auxology (the study of human growth), meteorology, biomechanics, and education and also a study of a juggling statistician.

Obviously such an approach will not cover the ?eld exhaustively, and in any case functional data analysis is not a hard-edged closed system of thought. Nevertheless we have tried to give a ?avor of the range of meth- ology we ourselves have considered. We hope that our personal experience, including the fun we had working on these projects, will inspire others to extend functional thinking to many other statistical contexts. Of course, manyofourcasestudiesrequireddevelopmentofexistingmethodology, and readersshouldgaintheabilitytoadaptmethodstotheirownproblemstoo.



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