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Theoretical Issues in Ergonomics Science Volume 11, 2010 - Issue 6
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Original Articles

Functional data analysis as a means of evaluating kinematic and kinetic waveforms

A. Godwin School of Human Kinetics, Laurentian University, 935 Ramsey Lake Road, Sudbury, Ontario, P3E 2C6, CanadaCorrespondence[email protected]
,
G. Takahara Department of Mathematics and Statistics, Queen's University, Kingston, Ontario, Canada
,
M. Agnew Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA, USA
&
J. Stevenson School of Kinesiology and Health Studies, Queen's University, Kingston, Ontario, Canada
Pages 489-503 | Received 27 Jun 2008, Accepted 01 May 2009, Published online: 07 Aug 2009

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John Warmenhoven, Stephen Cobley, Conny Draper, Andrew Harrison, Norma Bargary & Richard Smith. (2019) Considerations for the use of functional principal components analysis in sports biomechanics: examples from on-water rowing. Sports Biomechanics 18:3, pages 317-341.
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Articles from other publishers (18)

Xiaohan Xiang, Masahiro Tanaka, Satoru Umeno, Yutaka Kikuchi & Yoshihiko Kobayashi. (2023) Dynamic assessment for low back-support exoskeletons during manual handling tasks. Frontiers in Bioengineering and Biotechnology 11.
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Mark G. E. White, Jonathon Neville, Paul Rees, Huw Summers & Neil Bezodis. (2022) The effects of curve registration on linear models of jump performance and classification based on vertical ground reaction forces. Journal of Biomechanics 140, pages 111167.
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Johan Strandberg, Alessia Pini, Charlotte K. Häger & Lina Schelin. (2021) Analysis Choices Impact Movement Evaluation: A Multi-Aspect Inferential Method Applied to Kinematic Curves of Vertical Hops in Knee-Injured and Asymptomatic Persons. Frontiers in Bioengineering and Biotechnology 9.
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Jocelyn Rozé, Mitsuko Aramaki, Richard Kronland-Martinet & Sølvi Ystad. (2020) Cellists’ sound quality is shaped by their primary postural behavior. Scientific Reports 10:1.
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Muhammad Athif Mat Zin, Azmin Sham Rambely, Noratiqah Mohd Ariff & Muhammad Shahimi Ariffin. (2020) Smoothing and Differentiation of Kinematic Data Using Functional Data Analysis Approach: An Application of Automatic and Subjective Methods. Applied Sciences 10:7, pages 2493.
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Timothy Niiler. (2020) Comparing groups of time dependent data using locally weighted scatterplot smoothing alpha-adjusted serial T-tests. Gait & Posture 76, pages 58-63.
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Muhammad Athif Mat Zin, Azmin Sham Rambely & Noratiqah Mohd Ariff. (2020) Effectiveness of Landmark and Continuous Registrations in Reducing Inter- and Intrasubject Phase Variability. IEEE Access 8, pages 216003-216017.
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Sarah Moudy, Chris Richter & Siobhán Strike. (2018) Landmark registering waveform data improves the ability to predict performance measures. Journal of Biomechanics 78, pages 109-117.
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Kim Hébert-Losier, Lina Schelin, Eva Tengman, Andrew Strong & Charlotte K. Häger. (2018) Curve analyses reveal altered knee, hip, and trunk kinematics during drop–jumps long after anterior cruciate ligament rupture. The Knee 25:2, pages 226-239.
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Christian BaumgartMatthias W. HoppeJürgen Freiwald. (2017) Phase-Specific Ground Reaction Force Analyses of Bilateral and Unilateral Jumps in Patients With ACL Reconstruction. Orthopaedic Journal of Sports Medicine 5:6, pages 232596711771091.
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Gisela Sole, Todd Pataky, Eva Tengman & Charlotte Häger. (2017) Analysis of three-dimensional knee kinematics during stair descent two decades post-ACL rupture – Data revisited using statistical parametric mapping. Journal of Electromyography and Kinesiology 32, pages 44-50.
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E. Tengman, H. Grip, AK. Stensdotter & C. K. Häger. (2015) Anterior cruciate ligament injury about 20 years post-treatment: A kinematic analysis of one-leg hop. Scandinavian Journal of Medicine & Science in Sports 25:6, pages 818-827.
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Kim Hébert-Losier, Alessia Pini, Simone Vantini, Johan Strandberg, Konrad Abramowicz, Lina Schelin & Charlotte K. Häger. (2015) One-leg hop kinematics 20years following anterior cruciate ligament rupture: Data revisited using functional data analysis. Clinical Biomechanics 30:10, pages 1153-1161.
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Olga A. Vsevolozhskaya, Mark C. Greenwood, Scott L. Powell & Dmitri V. Zaykin. (2014) Resampling-based multiple comparison procedure with application to point-wise testing with functional data. Environmental and Ecological Statistics 22:1, pages 45-59.
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Chris Richter, Noel E. O׳Connor, Brendan Marshall & Kieran Moran. (2014) Comparison of discrete-point vs. dimensionality-reduction techniques for describing performance-related aspects of maximal vertical jumping. Journal of Biomechanics 47:12, pages 3012-3017.
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Chris Richter, Noel E. O׳Connor, Brendan Marshall & Kieran Moran. (2014) Clustering vertical ground reaction force curves produced during countermovement jumps. Journal of Biomechanics 47:10, pages 2385-2390.
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Chris Richter, Noel E. O’Connor, Brendan Marshall & Kieran Moran. (2014) Analysis of Characterizing Phases on Waveforms: An Application to Vertical Jumps. Journal of Applied Biomechanics 30:2, pages 316-321.
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Mark White, Jonathon Neville, Paul Rees, Huw Summers & Neil Bezodis. (2022) The Effects of Curve Registration on Linear Models of Jump Performance and Classification Based on Vertical Ground Reaction Forces. SSRN Electronic Journal.
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