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Edward Gunning
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PCA of waveforms and functional PCA: a primer for biomechanics
J Warmenhoven, N Bargary, D Liebl, A Harrison, MA Robinson, ...
Journal of Biomechanics 116, 110106, 2021
642021
Analysing kinematic data from recreational runners using functional data analysis
E Gunning, S Golovkine, AJ Simpkin, A Burke, S Dillon, S Gore, K Moran, ...
Computational Statistics 40 (4), 1825-1847, 2025
72025
Functional Data Analysis in Biomechanics: A Concise Review of Core Techniques, Applications and Emerging Areas
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
Springer, 2024
72024
On the use of the Gram matrix for multivariate functional principal components analysis
S Golovkine, E Gunning, AJ Simpkin, N Bargary
Journal of Multivariate Analysis, 105525, 2025
52025
Statistical modelling of second-generation functional data with application in biomechanics and human movement research
E Gunning
University of Limerick, 2023
52023
Unlocking sports medicine research data while maintaining participant privacy via synthetic datasets
J Warmenhoven, A Harrison, DS Quintana, G Hooker, E Gunning, ...
SportRxiv, 1-5, 2020
52020
A Multivariate Multilevel Longitudinal Functional Model for Repeatedly Observed Human Movement Data
E Gunning, S Golovkine, AJ Simpkin, A Burke, S Dillon, S Gore, K Moran, ...
arXiv preprint arXiv:2408.08481, 2024
42024
On the estimation of the number of components in multivariate functional principal component analysis
S Golovkine, E Gunning, AJ Simpkin, N Bargary
Communications in Statistics-Simulation and Computation, 1-9, 2025
32025
Preparing Biomechanical Data for Functional Data Analysis
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
Functional Data Analysis in Biomechanics: A Concise Review of Core …, 2024
22024
CLaRe: Compact near-lossless Latent Representations of High-Dimensional Object Data
E Zohner, E Gunning, G Hooker, J Morris
arXiv preprint arXiv:2502.07084, 2025
12025
An Understanding of Principal Differential Analysis
E Gunning, G Hooker
arXiv preprint arXiv:2406.18484, 2024
12024
Is Stephen Curry really a guard? New perspective on players typology using functional data analysis
S Golovkine, E Gunning
arXiv preprint arXiv:2504.21761, 2025
2025
Exploring Variation in Biomechanical Data
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
Functional Data Analysis in Biomechanics: A Concise Review of Core …, 2024
2024
Case Study: The GaitRec Data
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
Functional Data Analysis in Biomechanics: A Concise Review of Core …, 2024
2024
Functional Regression Models in Biomechanics
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
Functional Data Analysis in Biomechanics: A Concise Review of Core …, 2024
2024
Future Directions of FDA in Biomechanics
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
Functional Data Analysis in Biomechanics: A Concise Review of Core …, 2024
2024
Functional Data Analysis in Biomechanics
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
2024
AN UNDERSTANDING OF PRINCIPAL DIFFERENTIAL ANALYSIS
G HOOKER, E GUNNING
Frontiers of Functional Data Analysis: Challenges and Opportunities in the …, 0
Functional Data Analysis in Biomechanics
E Gunning, J Warmenhoven, AJ Harrison, N Bargary
An Application of Multivariate Functional Data Analysis in Sports Biomechanics
E Gunning, L Zhang, D Harrison, N Bargary
Different Varimax Rotation Approaches of Functional PCA for the evolution of …, 0
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