Testing Global Memory Models Using ROC Curves

Roger Ratcliff, Ching Fan Sheu, Scott D. Gronlund

研究成果: Article同行評審

343 引文 斯高帕斯(Scopus)

摘要

Global memory models are evaluated by using data from recognition memory experiments. For recognition, each of the models gives a value of familiarity as the output from matching a test item against memory. The experiments provide ROC (receiver operating characteristic) curves that give information about the standard deviations of familiarity values for old and new test items in the models. The experimental results are consistent with normal distributions of familiarity (a prediction of the models). However, the results also show that the new-item familiarity standard deviation is about 0.8 that of the old-item familiarity standard deviation and independent of the strength of the old items (under the assumption of normality). The models are inconsistent with these results because they predict either nearly equal old and new standard deviations or increasing values of old standard deviation with strength. Thus, the data provide the basis for revision of current models or development of new models.

原文English
頁(從 - 到)518-535
頁數18
期刊Psychological Review
99
發行號3
DOIs
出版狀態Published - 1992 7月

All Science Journal Classification (ASJC) codes

  • 心理學(全部)

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