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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 …
model and predict time series data. Key aspects of FDA include the choice of smoothing …
Movement variability and skills monitoring in sports
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 …
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 …
between motor development and cognitive and social development. It explores factors …
Functional data analysis of running kinematics in chronic Achilles tendon injury.
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 …
the exact mechanisms of injury and how orthoses are effective are lacking. Existing analysis …
Understanding movement: A sociocultural approach to exploring moving humans
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 …
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
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 …
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
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 …
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
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 …
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
Objectives To examine whether the Functional Data Analysis (FDA), Statistical Parametric
Map** (SPM) and Statistical non-Parametric Map** (SnPM) hypothesis testing …
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
Background Despite our knowledge of several biomechanical risk factors related to anterior
cruciate ligament (ACL) injury, such as decreased knee flexion, increased knee abduction …
cruciate ligament (ACL) injury, such as decreased knee flexion, increased knee abduction …