The Resource Applied Functional Data Analysis : Methods and Case Studies, by J.O. Ramsay, B.W. Silverman, (electronic resource)

Applied Functional Data Analysis : Methods and Case Studies, by J.O. Ramsay, B.W. Silverman, (electronic resource)

Label
Applied Functional Data Analysis : Methods and Case Studies
Title
Applied Functional Data Analysis
Title remainder
Methods and Case Studies
Statement of responsibility
by J.O. Ramsay, B.W. Silverman
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
Almost as soon as we had completed our previous book Functional Data Analysis in 1997, it became clear that potential interest in the field 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 fields outside statistics. This book treats the field in a different way, by considering case studies 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, psychology, 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 field exhaustively, and in any case functional data analysis is not a hard-edged closed system of thought. Nevertheless we have tried to give a flavor of the range of methodology 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, many of our case studies required development of existing methodology, and readers should gain the ability to adapt methods to their own problems too
Member of
http://library.link/vocab/creatorName
Ramsay, J.O
Dewey number
519.5/35
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • wWNlGQilpP4
  • 2oA01qmKsUI
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Silverman, B.W.
Series statement
Springer Series in Statistics,
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Statistics
  • Statistical Theory and Methods
  • Statistics for Social Sciences, Humanities, Law
  • Statistics for Life Sciences, Medicine, Health Sciences
Label
Applied Functional Data Analysis : Methods and Case Studies, by J.O. Ramsay, B.W. Silverman, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references (p. [183]-186) and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Life Course Data in Criminology -- The Nondurable Goods Index -- Bone Shapes from a Paleopathology Study -- Modeling Reaction-Time Distributions -- Zooming in on Human Growth -- Time Warping Handwriting and Weather Records -- How Do Bone Shapes Indicate Arthritis? -- Functional Models for Test Items -- Predicting Lip Acceleration from Electromyography -- The Dynamics of Handwriting Printed Characters -- A Differential Equation for Juggling
Dimensions
unknown
Edition
1st ed. 2002.
Extent
1 online resource (199 p.)
Form of item
online
Isbn
9780387224657
Media category
computer
Media type code
c
Other control number
10.1007/b98886
Specific material designation
remote
System control number
  • (CKB)111087027061380
  • (EBL)3035471
  • (SSID)ssj0000104716
  • (PQKBManifestationID)11133284
  • (PQKBTitleCode)TC0000104716
  • (PQKBWorkID)10086417
  • (PQKB)11492521
  • (DE-He213)978-0-387-22465-7
  • (MiAaPQ)EBC3035471
  • (EXLCZ)99111087027061380
Label
Applied Functional Data Analysis : Methods and Case Studies, by J.O. Ramsay, B.W. Silverman, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references (p. [183]-186) and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Life Course Data in Criminology -- The Nondurable Goods Index -- Bone Shapes from a Paleopathology Study -- Modeling Reaction-Time Distributions -- Zooming in on Human Growth -- Time Warping Handwriting and Weather Records -- How Do Bone Shapes Indicate Arthritis? -- Functional Models for Test Items -- Predicting Lip Acceleration from Electromyography -- The Dynamics of Handwriting Printed Characters -- A Differential Equation for Juggling
Dimensions
unknown
Edition
1st ed. 2002.
Extent
1 online resource (199 p.)
Form of item
online
Isbn
9780387224657
Media category
computer
Media type code
c
Other control number
10.1007/b98886
Specific material designation
remote
System control number
  • (CKB)111087027061380
  • (EBL)3035471
  • (SSID)ssj0000104716
  • (PQKBManifestationID)11133284
  • (PQKBTitleCode)TC0000104716
  • (PQKBWorkID)10086417
  • (PQKB)11492521
  • (DE-He213)978-0-387-22465-7
  • (MiAaPQ)EBC3035471
  • (EXLCZ)99111087027061380

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