267
Views
0
CrossRef citations to date
0
Altmetric
Research Article

A statistical review: why average weighted accuracy, not accuracy or AUC?

ORCID Icon, , &
Pages 267-286 | Received 01 Mar 2019, Accepted 22 Aug 2021, Published online: 27 Sep 2021

References

  • Cohen JF, Korevaar DA, Altman DG, et al. STARD 2015 guidelines for reporting diagnostic accuracy studies: explanation and elaboration. BMJ Open. 2016;6(11):e012799.
  • Lalkhen AG, McCluskey A. Clinical tests: sensitivity and specificity. Contin Educ Anaesth Crit Care Pain. 2008;8(6):221–223.
  • Fawcett T. An introduction to ROC analysis. Pattern Recognit Lett. 2006;27(8):861–874.
  • Šimundić AM. Measures of diagnostic accuracy: basic definitions. EJIFCC. 2009;19(4):203–211.
  • Eusebi P. Diagnostic accuracy measures. Cerebrovasc Disease. 2013;36:267–272.
  • Evans SR, Pennello G, Pantoja-Galicia N, et al. Benefit-risk evaluation for diagnostics: a framework (BED-FRAME). Clin Infect Disease. 2016;63(6):812–817.
  • Pennello G, Pantoja-Galicia N, Evans SR. Comparing diagnostic tests on benefit-risk. J Biopharm Stat. 2016;26(6):1083–1097. PMID: 27548805 PMCID: PMC5471848.
  • DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44(3):837–845.
  • Liu Y, Tsalik EL, Jiang Y, et al. Average weighted accuracy (AWA): pragmatic analysis for a RADICAL study. Clin Infect Dis. doi:https://doi.org/10.1093/cid/ciz437
  • Patel R, Tsalik EL, Petzold E, et al. MASTERMIND: bringing microbial diagnostics to the clinic. Clin Infect Dis. 2016;64(3):355–360.
  • Performance of nucleic acid amplification tests for the detection of NG and CT (pNAAT). [cited 17 Aug 2016]. Available from: https://clinicaltrials.gov/ct2/show/NCT02870101. NLM identifier: NCT02870101.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.