Applications of functional data analysis: A systematic review

S Ullah, CF Finch - BMC medical research methodology, 2013 - Springer
Background Functional data analysis (FDA) is increasingly being used to better analyze,
model and predict time series data. Key aspects of FDA include the choice of smoothing …

Movement variability and skills monitoring in sports

E Preatoni, J Hamill, AJ Harrison, K Hayes… - Sports …, 2013 - Taylor & Francis
The aim of this paper was to present a review on the role that movement variability (MV)
plays in the analysis of sports movement and in the monitoring of the athlete's skills. MV has …

[LLIBRE][B] Human motor development: A lifespan approach

VG Payne, LD Isaacs - 2017 - taylorfrancis.com
This book provides an overview of human development and includes the relationship
between motor development and cognitive and social development. It explores factors …

Functional data analysis of running kinematics in chronic Achilles tendon injury.

OA Donoghue, AJ Harrison, N Coffey… - Medicine and science in …, 2008 - europepmc.org
Purpose Chronic Achilles tendon (AT) injuries are common, but kinematic studies confirming
the exact mechanisms of injury and how orthoses are effective are lacking. Existing analysis …

Understanding movement: A sociocultural approach to exploring moving humans

H Larsson, M Quennerstedt - Quest, 2012 - Taylor & Francis
The purpose of the article is to outline a sociocultural way of exploring human movement.
Our ambition is to develop an analytical framework where moving humans are explored in …

Application of functional principal component analysis in race walking: an emerging methodology

G Dona, E Preatoni, C Cobelli, R Rodano… - Sports …, 2009 - Taylor & Francis
This study considered the problem of identifying and evaluating the factors of individual
performance during race walking. In particular, the study explored the use of functional …

A proposed framework to describe movement variability within sporting tasks: A sco** review

J Cowin, S Nimphius, J Fell, P Culhane… - Sports Medicine-Open, 2022 - Springer
Movement variability is defined as the normal variations in motor performance across
multiple repetitions of a task. However, the term “movement variability” can mean different …

Considerations for the use of functional principal components analysis in sports biomechanics: examples from on-water rowing

J Warmenhoven, S Cobley, C Draper… - Sports …, 2019 - Taylor & Francis
The proliferation of new biomechanical technology in laboratory and field settings facilitates
the capture of data-sets consisting of complex time-series. An understanding of the …

A force profile analysis comparison between functional data analysis, statistical parametric map** and statistical non-parametric map** in on-water single sculling

J Warmenhoven, A Harrison, MA Robinson… - Journal of Science and …, 2018 - Elsevier
Objectives To examine whether the Functional Data Analysis (FDA), Statistical Parametric
Map** (SPM) and Statistical non-Parametric Map** (SnPM) hypothesis testing …

Assessing lower extremity coordination and coordination variability in individuals with anterior cruciate ligament reconstruction during walking

K Davis, JL Williams, BA Sanford, A Zucker-Levin - Gait & Posture, 2019 - Elsevier
Background Despite our knowledge of several biomechanical risk factors related to anterior
cruciate ligament (ACL) injury, such as decreased knee flexion, increased knee abduction …