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modelling-training-load

Modelling the time-varying, cumulative effect of training load

https://github.com/lenakba/modelling-training-load

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
    Found 2 DOI reference(s) in README
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    Academic publication links
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    Institutional organization owner
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    JOSS paper metadata
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    Scientific vocabulary similarity
    Low similarity (5.7%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Modelling the time-varying, cumulative effect of training load

Basic Info
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  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 4 years ago · Last pushed about 3 years ago
Metadata Files
Readme Citation

README.md

Modelling training load

Repository for code used in the article "Assessing the cumulative effect of long-term training load on the risk of injury in team sports". Available at https://doi.org/10.1136/bmjsem-2022-001342. Modelling the time-varying, cumulative effect of training load

Overview of scripts

  • functions-relationships.R has all the functions for the simulated relationship between training load and injury risk.
  • figures-relationships.R makes figures that illustrate these simulated relationships.
  • simulation-run.R Uses the above relations, runs the simulation n times, and runs all the methods to be compared on each simulation.
  • functions-performance.R includes the functions for the performance measures used to compare the methods in simulation-run.R.
  • simulation-results.R gathers all the results from simulation-run.R to datasets, and runs numerical performance analysis.
  • figures-performance.R uses the gathered simulation data to illustrate performance with figures.
  • observed-data-analysis.R is the only script that is not in any way tied to the rest. It is a demonstration of the DLNM approach on handball data. These data are not available, but the script shows how it was done for the results in the paper.

Owner

  • Name: Lena Kristin Bache-Mathiesen
  • Login: lenakba
  • Kind: user
  • Location: Norway

Citation (CITATION.cff) 

cff-version: 1.0.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Bache-Mathiesen
    given-names: Lena Kristin
    orcid: https://orcid.org/0000-0002-9466-7003
title: "Modelling the cumulative effect of training load on injury risk: R code repository"
version: 1.0.0
url: https://github.com/lenakba/modelling-training-load
date-released: 2022-02-22

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