He has worked and published on signal detection theory and time series analysis, where he pioneered the use of kernel density estimation ( also known as the Parzen window in his honor ).
22.
The 1950s saw a surge in mathematical theories of psychological processes, including Luce's theory of choice, Tanner and Swets'introduction of signal detection theory for human stimulus detection, and Miller's approach to information processing.
23.
Jeffress was known to psychologists for his pioneering research on auditory masking in psychoacoustics, his stimulus-oriented approach to signal-detection theory in psychophysics, and his " ingenious " electronic and mathematical models of the auditory process.
24.
Modern approaches to psychophysics, for example signal detection theory, imply that the observed JND, even in this statistical sense, is not an absolute quantity, but will depend on situational and motivational as well as perceptual factors.
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The Glauber detection theory differs from the Born probabilistic interpretation, in that it expresses the meaning of physical law in terms of relationships, counting signals in the detection processes, without assuming the particle model of matter.
26.
To apply signal detection theory to a data set where stimuli were either present or absent, and the observer categorized each trial as having the stimulus present or absent, the trials are sorted into one of four categories:
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The Glauber detection theory differs from the Born probabilistic interpretation, in that it expresses the meaning of physical law in terms of measured facts ( relationships ), counting events in the detection processes, without assuming the particle model of matter.
28.
Although signal-detection theory predicts a curvilinear ROC when the hit rate is plotted against the false alarm rate, it predicts a linear ROC when the hit and false alarm rates are converted to z scores ( yielding a z-ROC ).
29.
It has also been questioned, particularly in terms of signal detection theory, whether any given stimulus is actually associated with a particular and " absolute " perceived intensity; i . e . one that is independent of contextual factors and conditions.
30.
In many cases the model is chosen on the basis of detection theory to try to guess the probability of an outcome given a set amount of input data, for example given an email determining how likely that it is spam.
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