Functional Data Analysis In Biomechanics

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Functional Data Analysis In Biomechanics

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Author : Edward Gunning
language : en
Publisher: Springer Nature
Release Date : 2024-09-23

Functional Data Analysis In Biomechanics written by Edward Gunning and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Mathematics categories.

This book provides a concise discussion of fundamental functional data analysis (FDA) techniques for analysing biomechanical data, along with an up-to-date review of their applications. The core of the book covers smoothing, registration, visualisation, functional principal components analysis and functional regression, framed in the context of the challenges posed by biomechanical data and accompanied by an extensive case study and reproducible examples using R. This book proposes future directions based on recently published methodological advancements in FDA and emerging sources of data in biomechanics. This is a vibrant research area, at the intersection of applied statistics, or more generally, data science, and biomechanics and human movement research. This book serves as both a contextual literature review of FDA applications in biomechanics and as an introduction to FDA techniques for applied researchers. In particular, it provides a valuable resource for biomechanics researchers seeking to broaden or deepen their FDA knowledge.

Functional Data Analysis

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Author : James Ramsay
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-06-28

Functional Data Analysis written by James Ramsay and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-06-28 with Mathematics categories.

This is the second edition of a highly succesful book which has sold nearly 3000 copies world wide since its publication in 1997. Many chapters will be rewritten and expanded due to a lot of progress in these areas since the publication of the first edition. Bernard Silverman is the author of two other books, each of which has lifetime sales of more than 4000 copies. He has a great reputation both as a researcher and an author. This is likely to be the bestselling book in the Springer Series in Statistics for a couple of years.

Applied Functional Data Analysis

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Author : J.O. Ramsay
language : en
Publisher: Springer
Release Date : 2007-11-23

Applied Functional Data Analysis written by J.O. Ramsay and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-11-23 with Mathematics categories.

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.

Research Methods In Biomechanics

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Author : D. Gordon E. Robertson
language : en
Publisher: Human Kinetics
Release Date : 2013-11-01

Research Methods In Biomechanics written by D. Gordon E. Robertson and has been published by Human Kinetics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-01 with Science categories.

Research Methods in Biomechanics, Second Edition, demonstrates the range of available research techniques and how to best apply this knowledge to ensure valid data collection. In the highly technical field of biomechanics, research methods are frequently upgraded as the speed and sophistication of software and hardware technologies increase. With this in mind, the second edition includes up-to-date research methods and presents new information detailing advanced analytical tools for investigating human movement. Expanded into 14 chapters and reorganized into four parts, the improved second edition features more than 100 new pieces of art and illustrations and new chapters introducing the latest techniques and up-and-coming areas of research. Additional enhancements in this edition include the following: • Special features called From the Scientific Literature highlight the ways in which biomechanical research techniques have been used in both classic and cutting-edge studies. • An overview, summary, and list of suggested readings in each chapter guide students and researchers through the content and on to further study. • Sample problems appear in select chapters, and answers are provided at the end of the text. • Appendixes contain mathematical and technical references and additional examples. • A glossary provides a reference for terminology associated with human movement studies. Research Methods in Biomechanics, Second Edition, assists readers in developing a comprehensive understanding of methods for quantifying human movement. Parts I and II of the text examine planar and three-dimensional kinematics and kinetics in research, issues of body segment parameters and forces, and energy, work, and power as they relate to analysis of two- and three-dimensional inverse dynamics. Two of the chapters have been extensively revised to reflect current research practices in biomechanics, in particular the widespread use of Visual3D software. In part III, readers can explore the use of musculoskeletal models in analyzing human movement. This part also discusses electromyography, computer simulation, muscle modeling, and musculoskeletal modeling; it presents new information on MRI and ultrasound use in calculating muscle parameters. Part IV offers a revised chapter on additional analytical procedures, including signal processing techniques. Also included is a new chapter on movement analysis and dynamical systems, which focuses on how to assess and measure coordination and stability in changing movement patterns and the role of movement variability in health and disease. In addition, readers will find discussion of statistical tools useful for identifying the essential characteristics of any human movement. The second edition of Research Methods in Biomechanics explains the mathematics and data collection systems behind both simple and sophisticated biomechanics. It assists both beginning and experienced researchers in developing their methods for analyzing and quantifying human movement.

Theoretical Biomechanics

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Author : Vaclav Klika
language : en
Publisher: BoD – Books on Demand
Release Date : 2011-11-25

Theoretical Biomechanics written by Vaclav Klika and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-25 with Medical categories.

During last couple of years there has been an increasing recognition that problems arising in biology or related to medicine really need a multidisciplinary approach. For this reason some special branches of both applied theoretical physics and mathematics have recently emerged such as biomechanics, mechanobiology, mathematical biology, biothermodynamics. This first section of the book, General notes on biomechanics and mechanobiology, comprises from theoretical contributions to Biomechanics often providing hypothesis or rationale for a given phenomenon that experiment or clinical study cannot provide. It deals with mechanical properties of living cells and tissues, mechanobiology of fracture healing or evolution of locomotor trends in extinct terrestrial giants. The second section, Biomechanical modelling, is devoted to the rapidly growing field of biomechanical models and modelling approaches to improve our understanding about processes in human body. The last section called Locomotion and joint biomechanics is a collection of works on description and analysis of human locomotion, joint stability and acting forces.

A Comprehensive Guide To Sports Physiology And Injury Management

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Author : Stuart Porter
language : en
Publisher: Elsevier Health Sciences
Release Date : 2020-11-13

A Comprehensive Guide To Sports Physiology And Injury Management written by Stuart Porter and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-13 with Medical categories.

Divided into two parts, physiology and sports injury management, this is an innovative clinical- and evidence-based guide, which engages with the latest developments in athletic performance both long and short term. It also considers lower level exercise combined with the pertinent physiological processes. It focuses on the rationale behind diagnostic work up, treatment bias and rehabilitation philosophy, challenging convention within the literature to what really makes sense when applied to sports settings. Drawing upon experts in the field from across the world and various sports settings, it implements critical appraisal throughout with an emphasis on providing practical solutions within sports medicine pedagogy. - Dovetails foundational sports physiology with clinical skills and procedures to effectively manage sports injuries across a variety of settings - Takes an interdisciplinary approach and draws upon both clinical- and evidence-based practice - Contributed by leading international experts including academics, researchers and in-the-field clinicians from a range of sports teams including the Royal Ballet and Chelsea FC - Pedagogical features include learning objectives, clinical tip boxes, summaries, case studies and Editor's commentary to/critique of concepts and techniques across chapters

Biomechanics Sensing And Bio Inspired Control In Rehabilitation And Wearable Robotics

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Author : Wujing Cao
language : en
Publisher: Frontiers Media SA
Release Date : 2024-12-11

Biomechanics Sensing And Bio Inspired Control In Rehabilitation And Wearable Robotics written by Wujing Cao and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-11 with Technology & Engineering categories.

Research on biomechanics, sensing, and bio-inspired control is vital for progressing rehabilitation and wearable robotics. Biomechanical simulation can provide the theoretical basis for device design and optimize the design and control scheme. The fusion of bio-signals, neural signals, and physical signals is helpful for accurate perception and recognition of human motion intention. Bio-inspired control is an important direction of individualized and efficient assistance of rehabilitation and wearable robotics. In recent years, with the development of biomedical and information technology, the equipment used for information acquisition has been updated from cumbersome and immobile devices to small and portable ones, making integration with rehabilitation and wearable robotics easier. Moreover, the performance of rehabilitation and wearable robotics can be quantified by changes in biomechanics and through the use of biosensors. The proposed Research Topic invites theoretical and experimental research dealing with novel techniques for quantifying biomechanics, sensing, and bio-inspired control in rehabilitation and wearable robotics. For example, the use of biologically inspired actuators no longer requires rigid supports, as the skeletal system can be used to that end; the application of synergies or motor primitives has led to a reduction in the number of actuators or to improve their control. The latest advances in modeling and simulation made it possible to assess and control fatigue or simulate using such devices outside of a clinical environment. These research achievements enable a new generation of rehabilitation and wearable robotics.

Advanced Partial Differential Equations

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Author : Sameer Kulkarni
language : en
Publisher: Educohack Press
Release Date : 2025-02-28

Advanced Partial Differential Equations written by Sameer Kulkarni and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-28 with Science categories.

Embark on an in-depth exploration of partial differential equations (PDEs) with "Advanced Partial Differential Equations." Our comprehensive guide provides a thorough overview of the theory, numerical methods, and practical applications of PDEs across various scientific and engineering fields. This resource is designed for both graduate-level students and professionals seeking to deepen their understanding of PDEs. We cover a wide range of topics, from classical PDEs and numerical methods to applications in physics, engineering, biology, and finance. Additionally, we delve into advanced topics such as nonlinear equations and stochastic processes, presenting each subject with rigorous mathematical treatment and clear explanations. Our guide includes detailed discussions on numerical techniques for solving PDEs, featuring finite difference, finite element, spectral, and boundary integral methods. Real-world examples and case studies illustrate the practical relevance of PDEs in disciplines like fluid dynamics, heat transfer, electromagnetics, structural mechanics, and mathematical biology. To enhance your learning experience, we offer thought-provoking exercises and problems at the end of each chapter, along with MATLAB and Python code snippets for implementing numerical algorithms. Whether you're a student, researcher, or practitioner, "Advanced Partial Differential Equations" equips you with the knowledge and tools to tackle complex problems in science and engineering.

Biomechanical Evaluation Of Movement In Sport And Exercise

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Author : Carl J. Payton
language : en
Publisher: Routledge
Release Date : 2017-12-14

Biomechanical Evaluation Of Movement In Sport And Exercise written by Carl J. Payton and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-14 with Medical categories.

Now in a fully updated and revised new edition, this is still the only up-to-date, practical guide to the use of technology in sport and exercise biomechanics. It includes detailed explanations of the key theory underlying biomechanics testing and measurement, along with advice on choosing equipment and using it effectively. The second edition includes two completely new chapters on qualitative movement analysis and the assessment of movement coordination, and covers every key functional area in the biomechanics curriculum, including: motion analysis using video and on-line systems measurement of force and pressure measurement of torque and power using isokinetic dynamometry electromyography computational simulation and modelling of human movement research methodologies data processing. Published in association with the British Association of Sport and Exercise Sciences (BASES), it includes contributions from world leading researchers and pioneers in the field of sport and exercise biomechanics. Biomechanical Evaluation of Movement in Sport and Exercise is a must-have text for all biomechanics laboratories and for any student undertaking a research project or course in methods, measurement or analysis in biomechanics.

Functional Data Analysis With R And Matlab

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Author : James Ramsay
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-06-29

Functional Data Analysis With R And Matlab written by James Ramsay and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-29 with Computers categories.

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