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Sports Biomechanics Volume 18, 2019 - Issue 3
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Considerations for the use of functional principal components analysis in sports biomechanics: examples from on-water rowing

John WarmenhovenExercise and Sports Science, Faculty of Health Sciences, University of Sydney, Sydney, AustraliaCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0002-8594-6481
ORCID Icon,
Stephen CobleyExercise and Sports Science, Faculty of Health Sciences, University of Sydney, Sydney, AustraliaORCID Iconhttp://orcid.org/0000-0001-6099-392X
ORCID Icon,
Conny DraperExercise and Sports Science, Faculty of Health Sciences, University of Sydney, Sydney, Australia
,
Andrew HarrisonPhysical Education and Sport Sciences Department, University of Limerick, Limerick, IrelandORCID Iconhttp://orcid.org/0000-0002-5569-4885
ORCID Icon,
Norma BargaryDepartment of Mathematics and Statistics, University of Limerick, Limerick, IrelandORCID Iconhttp://orcid.org/0000-0003-4372-0019
ORCID Icon &
Richard SmithExercise and Sports Science, Faculty of Health Sciences, University of Sydney, Sydney, AustraliaORCID Iconhttp://orcid.org/0000-0003-1098-3613
ORCID Icon
Pages 317-341 | Received 04 Nov 2016, Accepted 05 Oct 2017, Published online: 15 Nov 2017

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Archit Navandar, Kristof Kipp & Enrique Navarro. (2022) Hip and knee joint angle patterns and kicking velocity in female and male professional soccer players: A principal component analysis of waveforms approach. Journal of Sports Sciences 40:17, pages 1919-1930.
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Kate Duquesne, Pavel Galibarov, Jose-de-Jesus Salazar-Torres & Emmanuel Audenaert. (2022) Statistical kinematic modelling: concepts and model validity. Computer Methods in Biomechanics and Biomedical Engineering 25:9, pages 1028-1039.
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Alessia Pini, Jonas L Markström & Lina Schelin. (2022) Test–retest reliability measures for curve data: an overview with recommendations and supplementary code. Sports Biomechanics 21:2, pages 179-200.
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Xinyue Chen & Yimin Chen. (2021) Quantifying the relationships between network distance and straight-line distance: applications in spatial bias correction. Annals of GIS 27:4, pages 351-369.
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Neil Edward Bezodis, Sean Peter Walton & Ryu Nagahara. (2019) Understanding the track and field sprint start through a functional analysis of the external force features which contribute to higher levels of block phase performance. Journal of Sports Sciences 37:5, pages 560-567.
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Articles from other publishers (14)

Dominik Liebl & Matthew Reimherr. (2023) Fast and fair simultaneous confidence bands for functional parameters. Journal of the Royal Statistical Society Series B: Statistical Methodology 85:3, pages 842-868.
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Steven Hughes, John Warmenhoven, G. Gregory Haff, Dale W. Chapman & Sophia Nimphius. (2022) Countermovement Jump and Squat Jump Force-Time Curve Analysis in Control and Fatigue Conditions. Journal of Strength and Conditioning Research 36:10, pages 2752-2761.
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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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Luca Ruggiero, Samantha E. Pritchard, John Warmenhoven, Tavis Bruce, Kerry MacDonald, Marc Klimstra & Chris J. McNeil. (2022) Volleyball Competition on Consecutive Days Modifies Jump Kinetics but Not Height. International Journal of Sports Physiology and Performance 17:5, pages 711-719.
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Michael H. Haischer, John Krzyszkowski, Stuart Roche & Kristof Kipp. (2022) Maximal Strength in Relation to Force and Velocity Patterns During Countermovement Jumps. International Journal of Sports Physiology and Performance 17:1, pages 83-89.
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Dario Dalla Vedova. 2022. Transdisciplinarity. Transdisciplinarity 533 561 .
Lina Schelin, Alessia Pini, Jonas L. Markström & Charlotte K. Häger. (2021) Test-retest reliability of entire time-series data from hip, knee and ankle kinematics and kinetics during one-leg hops for distance: Analyses using integrated pointwise indices. Journal of Biomechanics 124, pages 110546.
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John Warmenhoven, Norma Bargary, Dominik Liebl, Andrew Harrison, Mark A. Robinson, Edward Gunning & Giles Hooker. (2021) PCA of waveforms and functional PCA: A primer for biomechanics. Journal of Biomechanics 116, pages 110106.
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Kristin L Sainani, David N Borg, Aaron R Caldwell, Michael L Butson, Matthew S Tenan, Andrew J Vickers, Andrew D Vigotsky, John Warmenhoven, Robert Nguyen, Keith R. Lohse, Emma J Knight & Norma Bargary. (2021) Call to increase statistical collaboration in sports science, sport and exercise medicine and sports physiotherapy. British Journal of Sports Medicine 55:2, pages 118-122.
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Kate Duquesne, Joris De Roeck, Jose-de-Jesus Salazar-Torres & Emmanuel Audenaert. (2021) Alignment and parameterization of single cycle motion data. IFAC-PapersOnLine 54:15, pages 436-441.
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TREVOR A. LENTZ, JOHN MAGILL, HEATHER MYERS, LAURA S. PIETROSIMONE, EMILY K. REINKE, MICHAEL MESSER & JONATHAN C. RIBOH. (2020) Development of Concise Physical Performance Test Batteries in Young Athletes. Medicine & Science in Sports & Exercise 52:12, pages 2581-2589.
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Artur Becker, Henrik Herrebrøden, Victor E. González Sánchez, Kristian Nymoen, Carla Maria Dal Sasso Freitas, Jim Torresen & Alexander Refsum Jensenius. (2019) Functional Data Analysis of Rowing Technique Using Motion Capture Data. Functional Data Analysis of Rowing Technique Using Motion Capture Data.
John Warmenhoven, Stephen Cobley, Conny Draper & Richard Smith. (2018) Over 50 Years of Researching Force Profiles in Rowing: What Do We Know?. Sports Medicine 48:12, pages 2703-2714.
Crossref
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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