Applied Functional Data Analysis: Methods and Case Studies:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer New York
2002
|
| Schriftenreihe: | Springer Series in Statistics
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | 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 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 |
| Beschreibung: | 1 Online-Ressource (XII, 191 p) |
| ISBN: | 9780387224657 9780387954141 |
| ISSN: | 0172-7397 |
| DOI: | 10.1007/b98886 |
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Datensatz im Suchindex
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| discipline | Mathematik |
| doi_str_mv | 10.1007/b98886 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:21:03Z |
| institution | BVB |
| isbn | 9780387224657 9780387954141 |
| issn | 0172-7397 |
| language | English |
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| spelling | Ramsay, James O. Verfasser aut Applied Functional Data Analysis: Methods and Case Studies edited by James O. Ramsay, Bernard W. Silverman New York, NY Springer New York 2002 1 Online-Ressource (XII, 191 p) txt rdacontent c rdamedia cr rdacarrier Springer Series in Statistics 0172-7397 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 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 Statistics Mathematical statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Life Sciences, Medicine, Health Sciences Statistik Funktionale Datenanalyse (DE-588)4699227-3 gnd rswk-swf Funktionale Datenanalyse (DE-588)4699227-3 s 1\p DE-604 Silverman, Bernard W. Sonstige oth https://doi.org/10.1007/b98886 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Ramsay, James O. Applied Functional Data Analysis: Methods and Case Studies Statistics Mathematical statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Life Sciences, Medicine, Health Sciences Statistik Funktionale Datenanalyse (DE-588)4699227-3 gnd |
| subject_GND | (DE-588)4699227-3 |
| title | Applied Functional Data Analysis: Methods and Case Studies |
| title_auth | Applied Functional Data Analysis: Methods and Case Studies |
| title_exact_search | Applied Functional Data Analysis: Methods and Case Studies |
| title_full | Applied Functional Data Analysis: Methods and Case Studies edited by James O. Ramsay, Bernard W. Silverman |
| title_fullStr | Applied Functional Data Analysis: Methods and Case Studies edited by James O. Ramsay, Bernard W. Silverman |
| title_full_unstemmed | Applied Functional Data Analysis: Methods and Case Studies edited by James O. Ramsay, Bernard W. Silverman |
| title_short | Applied Functional Data Analysis: Methods and Case Studies |
| title_sort | applied functional data analysis methods and case studies |
| topic | Statistics Mathematical statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Life Sciences, Medicine, Health Sciences Statistik Funktionale Datenanalyse (DE-588)4699227-3 gnd |
| topic_facet | Statistics Mathematical statistics Statistical Theory and Methods Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistics for Life Sciences, Medicine, Health Sciences Statistik Funktionale Datenanalyse |
| url | https://doi.org/10.1007/b98886 |
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