Statistics

All Items

• Adequate statistical power in strength and conditioning may be achieved through longer interventions and high frequency outcome measurement.

  Paul Swinton (Author)

  • Statistics
  • Sample size
  • Measurement error
  • Linear mixed models

  Downloads: 247 - Submitted 2023-12-27 - Posted 2024-01-04

• An overview of machine learning applications in sports injury prediction

  Alfred Amendolara, Devin Pfister, Marina Settelmayer, Mujtaba Shah, Veronica Wu, Sean Donnelly, Brooke Johnston, Race Peterson, David Sant, John Kriak, Kyle Bills (Author)

  • Machine Learning
  • Injury
  • injuries prediction

  Downloads: 980 - Submitted 2022-11-16 - Posted 2022-11-16 - Versions: 2

• Assessing individual response to training in sport and exercise A conceptual and statistical review

  Paul A. Swinton (Author)

  • Trainability
  • Personalised
  • Statistics

  Downloads: 239 - Submitted 2023-04-23 - Posted 2023-04-24

• Basketball Players' Long Wingspan Enhances Defensive Upside but Hinders Shooting Capabilities A Statistical Inquiry of the Effect of NBA Player Wingspans on Shooting Accuracy and Defensive Impact

  Ali Kaazempur-Mofrad (Author)

  • NBA
  • Basketball
  • Potential
  • Statistics
  • Wingspan
  • Defense
  • Shooting

  Downloads: 1029 - Submitted 2022-12-27 - Posted 2022-12-28

• A Bayesian approach to interpret intervention effectiveness in strength and conditioning Part 1 A meta-analysis to derive context-specific thresholds

  Paul Swinton, Katherine Burgess, Andy Hall, Leon Greig, John Psyllas, Rodrigo Aspe, Patrick Maughan, Andrew Murphy (Author)

  • S&C
  • Evaluation
  • Effect size
  • Bayesian
  • Specificity

  Downloads: 1315 - Submitted 2021-09-05 - Posted 2021-09-07

• A Bayesian Approach to Interpret Intervention Effectiveness in Strength and Conditioning Part 2 Effect Size Selection and Application of Bayesian Updating

  Paul Swinton, Katherine Burgess, Andy Hall, Leon Greig, John Psyllas, Rodrigo Aspe, Patrick Maughan, Andrew Murphy (Author)

  • S&C
  • Evaluation
  • Effect size
  • Bayesian
  • Effectiveness
  • Statistics

  Downloads: 284 - Submitted 2021-09-07 - Posted 2021-09-07

• Bayesian Approaches to Quantifying Uncertainty in Sport and Exercise Measurements A Guide for Practitioners and Applied Researchers

  Paul Swinton (Author)

  • priors
  • expert
  • statistics

  Downloads: 377 - Submitted 2023-02-20 - Posted 2023-02-20

• Bayesian Data Analysis for Sport Science

  Jorge del Rosario Fernández Santos, Jesus Gustavo Ponce Gonzalez, Jose Castro Piñero, Jose Luis Gonzalez Montesinos (Author)

  • Bayesian data analysis
  • statistical modeling
  • sport science

  Downloads: 459 - Submitted 2022-01-28 - Posted 2022-01-28

• Bayesian inference of the impulse-response model of athlete training and performance

  Kangyi Peng, Ryan T. Brodie, Tim B. Swartz, David C. Clarke (Author)

  • athletic performance
  • mathematical modeling
  • Bayes Theorem
  • Banister impulse-response model
  • computer simulation
  • Bayesian data analysis

  Downloads: 702 - Submitted 2023-01-23 - Posted 2023-01-23 - Versions: 2

• College Basketball: An In-depth Study of the “Foul Up 3” Dilemma

  Julian Zapata-Hall (Author)

  • Basketball
  • college
  • Decision Making
  • sport coaching
  • strategy
  • strategic fouling
  • up 3

  Downloads: 89 - Submitted 2024-05-22 - Posted 2024-06-11

• Comparative effect size distributions in strength and conditioning and implications for future research A meta-analysis

  Paul Swinton, Andrew Murphy (Author)

  • Sample size
  • Power
  • S&C
  • applied statistics
  • Bayesian

  Downloads: 411 - Submitted 2022-09-29 - Posted 2022-09-29

• A Critical Review of Phyiotherapy Editor’s Comments on Statistical Practice

  Matthew Tenan, Aaron Caldwell (Author)

  • Statistics
  • Physiotherapy
  • Estimation
  • Significance
  • Confidence Interval

  Downloads: 642 - Submitted 2022-03-23 - Posted 2022-03-24 - Versions: 6

• Does One Effect Size Fit All? The Case Against Default Effect Sizes for Sport and Exercise Science

  Aaron Caldwell, Andrew Vigotsky (Author)

  • applied statistics
  • exercise
  • kinesiology
  • physiology
  • sport
  • statistics

  Downloads: 77 - Submitted 2021-10-29 - Posted 2021-10-29

• Dose-response modelling of resistance exercise across outcome domains in strength and conditioning A meta-analysis

  Paul Swinton, Brad Schonefeld, Andrew Murphy (Author)

  • Intensity
  • Volume
  • Frequency
  • Bayesian

  Downloads: 1394 - Submitted 2023-06-06 - Posted 2023-06-07

• Effect size thresholds to interpret comparisons with exercise interventions for tendinopathy A systematic review with meta-analysis

  Paul Swinton, Joanna Shim, Anastasia Pavlova, Colin Maclean, David Brandie, Victoria Tzortziou Brown, Dylan Morrissey, Lyndsay Alexander, Kay Cooper (Author)

  • Sample size
  • Power
  • Exercise therapy
  • Applied statistics
  • Bayesian

  Downloads: 162 - Submitted 2023-07-01 - Posted 2023-07-01

• The effects of variance-covariance misspecification in randomised controlled trials with high frequency data collection. A simulation study in sport science.

  Paul Swinton (Author)

  • Statistical power
  • Linear mixed models
  • covariance structure

  Downloads: 44 - Submitted 2024-03-26 - Posted 2024-03-26

• Harnessing the Athletic Mind Pathways to Optimal Mental Performance

  Ansel Edison, Joshua Eaton (Author)

  • Athletic Identity
  • Athlete
  • Athletic Training
  • athletic performance
  • sleep
  • sleep quality
  • Performance analysis
  • mental health
  • Psychological well-being
  • Psychology
  • sports and exercise science

  Downloads: 124 - Submitted 2024-10-05 - Posted 2024-10-09

• The influence of baseline capability on intervention effects in strength and conditioning A review of concepts and methods with meta-analysis

  Paul A. Swinton (Author)

  • Individual response
  • Bayesian
  • Regression to the mean

  Downloads: 183 - Submitted 2023-04-19 - Posted 2023-04-19

• Intrinsic Judgment Error in Men’s Championship World Surf League WSL 2021

  Tony Meireles Santos, Lucas Eduardo Rodrigues Santos, Ítalo Vinícius, Cayque Brietzke, Lucas Camilo Pereira, Paulo Henrique Melo, Thaiene Camila Beltrão Moura, Hassan Mohamed Elsangedy, Flávio Oliveira Pires (Author)

  • Judgment
  • Reliability
  • Validity
  • Surf
  • WSL

  Downloads: 368 - Submitted 2022-07-25 - Posted 2022-07-25

• Is it time to rethink pre-post randomised controlled trials in strength and conditioning? A review of statistical approaches with derivations and simulations.

  Paul Swinton (Author)

  • Statistics
  • RCT
  • Statistical power
  • sample size
  • measurement error

  Downloads: 212 - Submitted 2023-12-27 - Posted 2024-01-04

• Maximum performance of master cross-country skiers in loppets Relationship with age

  Rock Ouimet (Author)

  • age-performance relationship
  • age-graded performance
  • cross-country ski
  • cross-sectional data
  • loppet
  • skiing technique

  Downloads: 0 - Submitted 2023-03-31 - Posted 2023-04-05

• Meta-Analysis of Variation in Sport and Exercise Science Examples of Application Within Resistance Training Research

  James Steele, James P. Fisher, Dave Smith, Brad J Schoenfeld, Yefeng Yang, Shinichi Nakagawa (Author)

  • meta-analysis
  • intraindividual variability
  • variability
  • resistance training
  • applied statistics

  Downloads: 1367 - Submitted 2022-10-26 - Posted 2023-11-13 - Versions: 4

• No Estimation without Inference A Response to the International Society of Physiotherapy Journal Editors

  Keith Lohse (Author)

  • physical therapy
  • statistical significance
  • inference
  • estimation

  Downloads: 190 - Submitted 2022-07-17 - Posted 2022-07-31 - Versions: 3

• On the reproducibility of power analyses in motor behavior research

  Brad McKay, Mariane F. B. Bacelar, Michael J. Carter (Author)

  • Metascience
  • Power analysis
  • Motor behavior
  • Open science

  Downloads: 428 - Submitted 2022-08-12 - Posted 2022-08-13

• On the Statistical Properties of the Dankel-Loenneke Method

  Matthew S. Tenan, Andrew D. Vigotsky, Aaron R. Caldwell (Author)

  • statistics

  Downloads: 68 - Submitted 2021-11-02 - Posted 2019-09-30