Functional Data Analysis

Functional Data Analysis
Title Functional Data Analysis PDF eBook
Author James Ramsay
Publisher Springer Science & Business Media
Pages 317
Release 2013-11-11
Genre Mathematics
ISBN 147577107X

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Included here are expressions in the functional domain of such classics as linear regression, principal components analysis, linear modelling, and canonical correlation analysis, as well as specifically functional techniques such as curve registration and principal differential analysis. Data arising in real applications are used throughout for both motivation and illustration, showing how functional approaches allow us to see new things, especially by exploiting the smoothness of the processes generating the data. The data sets exemplify the wide scope of functional data analysis; they are drawn from growth analysis, meteorology, biomechanics, equine science, economics, and medicine. The book presents novel statistical technology while keeping the mathematical level widely accessible. It is designed to appeal to students, applied data analysts, and to experienced researchers; and as such is of value both within statistics and across a broad spectrum of other fields. Much of the material appears here for the first time.

Functional Data Analysis in Biomechanics

Functional Data Analysis in Biomechanics
Title Functional Data Analysis in Biomechanics PDF eBook
Author Edward Gunning
Publisher Springer Nature
Pages 96
Release
Genre
ISBN 3031688627

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Applied Functional Data Analysis

Applied Functional Data Analysis
Title Applied Functional Data Analysis PDF eBook
Author J.O. Ramsay
Publisher Springer
Pages 194
Release 2007-11-23
Genre Mathematics
ISBN 0387224653

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This book contains the ideas of functional data analysis by a number of case studies. The case studies are accessible to research workers in a wide range of disciplines. Every reader should gain not only a specific understanding of the methods of functional data analysis, but more importantly a general insight into the underlying patterns of thought. There is an associated web site with MATLABr and S?PLUSr implementations of the methods discussed.

Functional Data Analysis with R and MATLAB

Functional Data Analysis with R and MATLAB
Title Functional Data Analysis with R and MATLAB PDF eBook
Author James Ramsay
Publisher Springer Science & Business Media
Pages 213
Release 2009-06-29
Genre Computers
ISBN 0387981853

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The book provides an application-oriented overview of functional analysis, with extended and accessible presentations of key concepts such as spline basis functions, data smoothing, curve registration, functional linear models and dynamic systems Functional data analysis is put to work in a wide a range of applications, so that new problems are likely to find close analogues in this book The code in R and Matlab in the book has been designed to permit easy modification to adapt to new data structures and research problems

The Oxford Handbook of Functional Data Analysis

The Oxford Handbook of Functional Data Analysis
Title The Oxford Handbook of Functional Data Analysis PDF eBook
Author Frédéric Ferraty
Publisher OUP Oxford
Pages 512
Release 2010-11-25
Genre Mathematics
ISBN 0199568448

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This Handbook aims to present a state of the art exploration of the high-tech field of functional data analysis, by gathering together most of major advances in this area.

Experimental Methods in Biomechanics

Experimental Methods in Biomechanics
Title Experimental Methods in Biomechanics PDF eBook
Author John H. Challis
Publisher Springer Nature
Pages 308
Release 2020-12-08
Genre Technology & Engineering
ISBN 3030522563

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This is the first textbook to comprehensively cover the experimental methods used in biomechanics. Designed for graduate students and researchers studying human biomechanics at the whole-body level, the book introduces readers to the theory behind the primary data collection methods and primary methods of data processing and analysis used in biomechanics. Each individual chapter covers a different aspect of data collection or data processing, presenting an overview of the topic at hand and explaining the math required for understanding the topic. A series of appendices provide the specific math that is required for understanding the chapter contents. Each chapter leads readers through the techniques used for data collection and processing, providing sufficient theoretical background to understand both the how and why of these techniques. Chapters end with a set of review questions, and then a bibliography which is divided into three sections (cited references, specific references, and useful references). Provides a comprehensive and in depth presentation on methods in whole-body human biomechanics; First textbook to cover both collection and processing in a single volume; Appendices provide the math needed for the main chapters.

Gait Analysis

Gait Analysis
Title Gait Analysis PDF eBook
Author Jacquelin Perry
Publisher CRC Press
Pages 570
Release 2024-06-01
Genre Medical
ISBN 1040143695

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The extensive and ground-breaking work of Dr. Jacquelin Perry is encompassed and detailed in the world renowned text, Gait Analysis: Normal and Pathological Function. The medical, healthcare, and rehabilitation professions key text for over 18 years on gait.... Now available in a much anticipated New Second Edition Dr. Jacquelin Perry is joined by Dr. Judith Burnfield to present today's latest research findings on human gait. Gait Analysis, Second Edition has been updated and expanded to focus on current research, more sophisticated methods, and the latest equipment available to analyze gait. What is New: • A new chapter covering running • Synergy of motion between the two limbs • A new chapter covering pediatrics • A new chapter covering stair negotiation • New and updated clinical examples • A section on power inside each chapter covering normal gait • New methods and equipment to analyze gait This Second Edition to Gait Analysis offers a re-organization of the chapters and presentation of material in a more user-friendly, yet comprehensive format. Essential information is provided describing gait functions, and clinical examples to identify and interpret gait deviations. Learning is further reinforced with images and photographs. Features: • Six sections cover the fundamentals, normal gait, pathological gait, clinical considerations, advanced locomotor functions, and gait analysis systems • Clinical significance of the most common pathological gait patterns • Over 470 illustrations and photographs, as well as 40 tables • Patient examples to illustrate elements of normal and pathological gait Tens of thousands of orthopedic, orthotic and prosthetic, physical therapy, and other rehabilitation professionals have kept a copy of Gait Analysis by their side for over 18 years...join the thousands more who will bring the Second Edition into their clinics, classrooms, and personal collections.