An area theorem for the same-different experiment

Percept Psychophys. 1999 May;61(4):766-9. doi: 10.3758/bf03205544.

Abstract

If observers in a same-different experiment base their decisions on the absolute difference between observations on a trial, the area under the receiver operating characteristic equals the maximum proportion of correct decisions that an unbiased independent-observations observer could attain. Even though the differencing strategy is suboptimal, the area measure yields an index of optimal performance.

MeSH terms

  • Data Interpretation, Statistical
  • Humans
  • Judgment / physiology*
  • Psychophysics / statistics & numerical data*
  • ROC Curve*
  • Signal Detection, Psychological / physiology*
  • Task Performance and Analysis*