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In Psychometrika, Vol. 33, No. 1. (1968), pp. 117-124, doi:10.1007/bf02289677 Key: citeulike:11895420
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Ogilvie and Creelman have recently attempted to develop maximum likelihood estimates of the parameters of signal-detection theory from the data of yes-no ROC curves. Their method involved the assumption of a logistic distribution rather than the normal distribution in order to make the mathematics more tractable. The present paper presents a method of obtaining maximum likelihood estimates of these parameters using the assumption of underlying normal distributions.
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