Concept information
Terme préférentiel
area under the curve
Définition
- A measure, in signal detection theory, of an observer's ability to discriminate between two states (signal vs. noise), independent of the response criterion, and corresponding to the area under the ROC curve.
Concept générique
Synonyme(s)
- AUC
- AUROC
- pAUC
Note d'application
- The definition is adapted for cognitive psychology and the study of recognition memory, where the two states typically correspond to the distinction between previously learned items (targets) and new items (lures).
Appartient au groupe
Référence(s) bibliographique(s)
-
• Riesthuis, P., & Otgaar, H. (2024). On the use of receiver operating characteristic area under the curve in eyewitness memory research. Legal and Criminological Psychology, 30(2), 212–230. https://doi.org/10.1111/lcrp.12300
• Document type: literature review
• Access: open
- • Riesthuis, P., Otgaar, H., & Bücken, C. (2025). Ready to ROC? A tutorial on simulation-based power analyses for null hypothesis significance, minimum-effect, and equivalence testing for ROC curve analyses. Behavior Research Methods, 57(4), 1–20. https://doi.org/10.3758/s13428-025-02646-x
• Document type: tutorial
• Access: open
- • Wixted, J. T., Mickes, L., Wetmore, S. A., Gronlund, S. D., & Neuschatz, J. S. (2017). ROC analysis in theory and practice. Journal of Applied Research in Memory and Cognition, 6(3), 343–351. (2017-45034-014). https://doi.org/10.1016/j.jarmac.2016.12.002
• Document type: literature review
• Access: closed
Créateur
- Frank Arnould
Traductions
-
français
-
AUC
-
AUROC
-
pAUC
URI
http://data.loterre.fr/ark:/67375/P66-Q4Z8Z9C8-9 - • Riesthuis, P., Otgaar, H., & Bücken, C. (2025). Ready to ROC? A tutorial on simulation-based power analyses for null hypothesis significance, minimum-effect, and equivalence testing for ROC curve analyses. Behavior Research Methods, 57(4), 1–20. https://doi.org/10.3758/s13428-025-02646-x
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