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Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
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Published on: October 11, 2018

Commentary: statistics for biomarkers.

David P Lovell1

  • 1Division of Biomedical Sciences, St. George's, University of London, Cranmer Terrace, London, SW17 0RE, United Kingdom. dlovell@sgul.ac.uk

Biomarkers : Biochemical Indicators of Exposure, Response, and Susceptibility to Chemicals
|February 16, 2012
PubMed
Summary
This summary is machine-generated.

Biomarkers requires clear reporting of statistical analyses in submitted manuscripts. Authors must ensure study designs and data are available for independent assessment, adhering to established guidelines.

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Area of Science:

  • Biostatistics
  • Scientific Publishing

Background:

  • Clear reporting of statistical analyses is crucial for scientific integrity.
  • Existing guidelines from various organizations provide a framework for statistical reporting.

Purpose of the Study:

  • To outline Biomarkers' specific requirements for statistical analysis reporting.
  • To emphasize the importance of transparency and reproducibility in submitted research.

Main Methods:

  • Adherence to general journal instructions.
  • Following guidelines from the International Committee of Medical Journal Editors (ICMJE).
  • Utilizing specific guidelines from the EQUATOR Network and specialist groups.

Main Results:

  • Biomarkers expects clear reporting of study design and statistical analyses.
  • Submitted data should be available for independent assessment.

Conclusions:

  • Compliance with established reporting standards ensures robust scientific communication.
  • Biomarkers encourages the adoption of novel statistical methodologies in research.