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Original Articles

Functional data analysis of joint coordination in the development of vertical jump performance

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Pages 199-214 | Published online: 17 May 2007

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (9)

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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Kristof Kipp, Aaron J Cunanan & John Warmenhoven. (2020) Bivariate functional principal component analysis of barbell trajectories during the snatch. Sports Biomechanics 0:0, pages 1-11.
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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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Cherie Walker, John Warmenhoven, Peter J. Sinclair & Stephen Cobley. (2019) The application of inertial measurement units and functional principal component analysis to evaluate movement in the forward 3½ pike somersault springboard dive. Sports Biomechanics 18:2, pages 146-162.
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John Warmenhoven, Stephen Cobley, Conny Draper, Andrew Harrison, Norma Bargary & Richard Smith. (2019) Bivariate functional principal components analysis: considerations for use with multivariate movement signatures in sports biomechanics. Sports Biomechanics 18:1, pages 10-27.
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Thomas Creveaux, Violaine Sevrez, Raphaël Dumas, Laurence Chèze & Isabelle Rogowski. (2018) Rotation sequence to report humerothoracic kinematics during 3D motion involving large horizontal component: application to the tennis forehand drive. Sports Biomechanics 17:1, pages 131-141.
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Ezio Preatoni, Joseph Hamill, Andrew J. Harrison, Kevin Hayes, Richard E.A. Van Emmerik, Cassie Wilson & Renato Rodano. (2013) Movement variability and skills monitoring in sports. Sports Biomechanics 12:2, pages 69-92.
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Håkan Larsson & Mikael Quennerstedt. (2012) Understanding Movement: A Sociocultural Approach to Exploring Moving Humans. Quest 64:4, pages 283-298.
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Giulia Donà, Ezio Preatoni, Claudio Cobelli, Renato Rodano & Andrew J. Harrison. (2009) Application of functional principal component analysis in race walking: An emerging methodology. Sports Biomechanics 8:4, pages 284-301.
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Articles from other publishers (39)

Océane Dubois, Agnès Roby-Brami, Ross Parry, Mahdi Khoramshahi & Nathanaël Jarrassé. (2023) A guide to inter-joint coordination characterization for discrete movements: a comparative study. Journal of NeuroEngineering and Rehabilitation 20:1.
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Jan MalusJan UrbaczkaMarketa RygelovaVictor CasulaMiika NieminenAndrea MonteVeronika HorkaJaroslav Uchytil. (2023) Effect of Footwear Type on Biomechanical Risk Factors for Knee Osteoarthritis. Orthopaedic Journal of Sports Medicine 11:7.
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Marcin Krawczyk, Mariusz Pociecha, Mariusz Ozimek, Jamie Tallent & Jakub Porąbka. (2023) Effects of closed-skill bodyweight strength exercises on jumping skill in youth soccer players. Journal of Kinesiology and Exercise Sciences 32:100, pages 22-29.
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Jake Cowin, Sophia Nimphius, James Fell, Peter Culhane & Matthew Schmidt. (2022) A Proposed Framework to Describe Movement Variability within Sporting Tasks: A Scoping Review. Sports Medicine - Open 8:1.
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Qichang Mei, Justin Fernandez, Liangliang Xiang, Zixiang Gao, Peimin Yu, Julien S. Baker & Yaodong Gu. (2022) Dataset of lower extremity joint angles, moments and forces in distance running. Heliyon 8:11, pages e11517.
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Syazwana Aziz, Kok Beng Gan, Azmin Sham Rambely, Kathiresan Gopal, Muhammad Shahimi Ariffin & Normurniyati Shattar. (2022) Relationship between angle and peak vertical ground reaction force estimation in parachute landing fall among army parachutists using mathematical modelling. Alexandria Engineering Journal 61:7, pages 5413-5426.
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Mark G. E. White, Neil E. Bezodis, Jonathon Neville, Huw Summers & Paul Rees. (2022) Determining jumping performance from a single body-worn accelerometer using machine learning. PLOS ONE 17:2, pages e0263846.
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Panchao Zhao, Zhongqiu Ji, Ruixiang Wen, Jiahui Li, Xiao Liang & Guiping Jiang. (2021) Biomechanical Characteristics of Vertical Jumping of Preschool Children in China Based on Motion Capture and Simulation Modeling. Sensors 21:24, pages 8376.
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Mingyu Hu, Toshiki Kobayashi, Jin Zhou & Wing-Kai Lam. (2021) Current application of continuous relative phase in running and jumping studies: A systematic review. Gait & Posture 90, pages 215-233.
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Joseph Hamill, Kathleen M. Knutzen & Timothy R. Derrick. (2021) Biomechanics: 40 Years On. Kinesiology Review 10:3, pages 228-237.
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Karl M. Trounson, Aglaja Busch, Neil French Collier & Sam Robertson. (2020) Effects of acute wearable resistance loading on overground running lower body kinematics. PLOS ONE 15:12, pages e0244361.
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M. Carmen Aguilera-MorilloAna M. Aguilera. (2020) Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS. Statistical Modelling 20:6, pages 592-616.
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Isaac Estevan, Gonzalo Monfort-Torres, Roman Farana, David Zahradnik, Daniel Jandacka & Xavier García-Massó. (2020) Children’s Single-Leg Landing Movement Capability Analysis According to the Type of Sport Practiced. International Journal of Environmental Research and Public Health 17:17, pages 6414.
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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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Jessica M. Stephens, Dale W. Chapman, Krystle Tate & John Warmenhoven. (2020) A drop landing screening approach to monitor an individual using functional data analysis: An ACL injury case study. Journal of Science and Medicine in Sport 23:3, pages 241-245.
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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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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.
M. Carmen Aguilera-MorilloAna M. Aguilera. (2019) Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS. Statistical Modelling, pages 1471082X1787115.
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Kylie Davis, John L. Williams, Brooke A. Sanford & Audrey Zucker-Levin. (2019) Assessing lower extremity coordination and coordination variability in individuals with anterior cruciate ligament reconstruction during walking. Gait & Posture 67, pages 154-159.
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Aleksandra Królikowska, Andrzej Czamara & Paweł Reichert. (2018) Between-Limb Symmetry during Double-Leg Vertical Hop Landing in Males an Average of Two Years after ACL Reconstruction is Highly Correlated with Postoperative Physiotherapy Supervision Duration. Applied Sciences 8:12, pages 2586.
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John Warmenhoven, Andrew Harrison, Mark A. Robinson, Jos Vanrenterghem, Norma Bargary, Richard Smith, Stephen Cobley, Conny Draper, Cyril Donnelly & Todd Pataky. (2018) A force profile analysis comparison between functional data analysis, statistical parametric mapping and statistical non-parametric mapping in on-water single sculling. Journal of Science and Medicine in Sport 21:10, pages 1100-1105.
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John Warmenhoven, Stephen Cobley, Conny Draper, Andrew Harrison, Norma Bargary & Richard Smith. (2018) How gender and boat-side affect shape characteristics of force–angle profiles in single sculling: Insights from functional data analysis. Journal of Science and Medicine in Sport 21:5, pages 533-537.
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J. Warmenhoven, S. Cobley, C. Draper, A. J. Harrison, N. Bargary & R. Smith. (2017) Assessment of propulsive pin force and oar angle time-series using functional data analysis in on-water rowing. Scandinavian Journal of Medicine & Science in Sports 27:12, pages 1688-1696.
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G. Vinué & I. Epifanio. (2017) Archetypoid analysis for sports analytics. Data Mining and Knowledge Discovery 31:6, pages 1643-1677.
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Marcos Matabuena, Mario Francisco-Fernández & Ricardo Cao. 2017. Functional Statistics and Related Fields. Functional Statistics and Related Fields 179 187 .
Peter C. Raffalt, Tine Alkjær & Erik B. Simonsen. (2016) Joint dynamics and intra-subject variability during countermovement jumps in children and adults. Journal of Biomechanics 49:13, pages 2968-2974.
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Peter C. Raffalt, Tine Alkjær & Erik B. Simonsen. (2016) Intra- and inter-subject variation in lower limb coordination during countermovement jumps in children and adults. Human Movement Science 46, pages 63-77.
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Francesco Sgrò, Simona Nicolosi, Rosaria Schembri, Marica PavoneMario Lipoma. (2015) Assessing Vertical Jump Developmental Levels in Childhood Using a Low-Cost Motion Capture Approach. Perceptual and Motor Skills 120:2, pages 642-658.
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Chris Richter, Kevin McGuinness, Noel E. O’Connor & Kieran Moran. (2014) The Variance Needed to Accurately Describe Jump Height from Vertical Ground Reaction Force Data. Journal of Applied Biomechanics 30:6, pages 732-736.
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Vassilios Panoutsakopoulos, Nikolaos Papachatzis & Iraklis A. Kollias. (2014) Sport specificity background affects the principal component structure of vertical squat jump performance of young adult female athletes. Journal of Sport and Health Science 3:3, pages 239-247.
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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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Kieran Moran, Chris Richter & Noel E. O׳Connor. (2014) Letter to the editor regarding “Application of principal component analysis in clinical gait research” by Federolf and colleagues. Journal of Biomechanics 47:6, pages 1554-1555.
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M Sánchez-Sánchez, Juan-Manuel Belda-Lois, Silvia Mena-del Horno, Enrique Viosca-Herrero, Beatriz Gisbert-Morant, Celedonia Igual-Camacho & Ignacio Bermejo-Bosch. (2014) Functional principal component analysis as a new methodology for the analysis of the impact of two rehabilitation protocols in functional recovery after stroke. Journal of NeuroEngineering and Rehabilitation 11:1, pages 134.
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Shahid Ullah & Caroline F Finch. (2013) Applications of functional data analysis: A systematic review. BMC Medical Research Methodology 13:1.
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N. Coffey, A.J. Harrison, O.A. Donoghue & K. Hayes. (2011) Common functional principal components analysis: A new approach to analyzing human movement data. Human Movement Science 30:6, pages 1144-1166.
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ORNA A. DONOGHUE, ANDREW J. HARRISON, NORMA COFFEY & KEVIN HAYES. (2008) Functional Data Analysis of Running Kinematics in Chronic Achilles Tendon Injury. Medicine & Science in Sports & Exercise 40:7, pages 1323-1335.
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