Predictions from an ideal observer model are compared with human thresholds
for two profile analysis tasks. Past work has shown that ideal observer mo
dels reasonably account for human thresholds when the profile components ar
e fixed in frequency and amplitude. Randomly varying the frequencies of the
tones making up the profile leads to higher thresholds. Owing in part to l
arge interobserver variation, the ideal observer model is not successful in
accounting for the pattern of psychophysical thresholds associated with in
creases in frequency uncertainty. The ideal observer also fails to account
for the results of a recent profile analysis experiment in which amplitude
randomization was studied [Lentz U, Richards VM: J. Acoust. Soc. Am. 102: 5
35-541, 1998]. Overall, the ideal observer predicts smaller effects of unce
rtainty on thresholds than are observed in psychophysical experiments.