QUEST+: A general multidimensional Bayesian adaptive psychometric method

QUEST+ is a Bayesian adaptive psychometric testing method that allows an arbitrary number of stimulus dimensions, psychometric function parameters, and trial outcomes. It is a generalization and extension of the original QUEST procedure and incorporates many subsequent developments in the area of pa...

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Vydáno v:Journal of vision (Charlottesville, Va.) Ročník 17; číslo 3; s. 10
Hlavní autor: Watson, Andrew B.
Médium: Journal Article
Jazyk:angličtina
Vydáno: United States 01.03.2017
Témata:
Adaptation, Physiological - physiology
Bayes Theorem
Contrast Sensitivity - physiology
Humans
Noise
Pattern Recognition, Visual - physiology
Psychometrics - methods
ISSN:1534-7362, 1534-7362
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Shrnutí:QUEST+ is a Bayesian adaptive psychometric testing method that allows an arbitrary number of stimulus dimensions, psychometric function parameters, and trial outcomes. It is a generalization and extension of the original QUEST procedure and incorporates many subsequent developments in the area of parametric adaptive testing. With a single procedure, it is possible to implement a wide variety of experimental designs, including conventional threshold measurement; measurement of psychometric function parameters, such as slope and lapse; estimation of the contrast sensitivity function; measurement of increment threshold functions; measurement of noise-masking functions; Thurstone scale estimation using pair comparisons; and categorical ratings on linear and circular stimulus dimensions. QUEST+ provides a general method to accelerate data collection in many areas of cognitive and perceptual science.
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ISSN:1534-7362
1534-7362
DOI:10.1167/17.3.10