Generality of likelihood ratio decisions.

作者: Murray Glanzer , Andrew Hilford , Kisok Kim , Laurence T. Maloney

DOI: 10.1016/J.COGNITION.2019.03.023

关键词: Variance (accounting)Decision theoryBayes estimatorGeneralityEconometricsGeneralizationSemantic memorySpecial casePsychologyContrast (statistics)

摘要: A basic assumption of Signal Detection Theory - a special case Bayesian Decision is that decisions are based on likelihood ratios (the ratio hypothesis). In preceding paper, Glanzer et al. (2009) tested this in recognition memory tasks. The tests consisted formal proofs and computational demonstrations produce three regularities (1. the Mirror Effect, 2. Variance 3. z-ROC Length Effect). found implied do indeed hold for wide range item studies taken from literature. We now claim generally: about sensory events, reasoning, weather forecasting, etc. An examination past decision supports generalization. also report new experimental two additional areas, semantic mental rotation, further supporting results highlight optimal characteristics making contrast to current emphasis its inefficiencies.

参考文章(74)
S.-W. Wu, M.R. Delgado, L.T. Maloney, MOTOR DECISION-MAKING Reference Module in Neuroscience and Biobehavioral Psychology#R##N#Brain Mapping#R##N#An Encyclopedic Reference. pp. 417- 427 ,(2015) , 10.1016/B978-0-12-397025-1.00263-3
Robert A Wilson, FG Keil, Manfred Fahle, The MIT encyclopedia of the cognitive sciences MIT Press. ,(1999)
Thomas D. Wickens, Elementary Signal Detection Theory ,(2001)
Lynn A. Cooper, Roger N. Shepard, CHRONOMETRIC STUDIES OF THE ROTATION OF MENTAL IMAGES Visual Information Processing#R##N#Proceedings of the Eighth Annual Carnegie Symposium on Cognition, Held at the Carnegie-Mellon University, Pittsburgh, Pennsylvania, May 19, 1972. pp. 75- 176 ,(1973) , 10.1016/B978-0-12-170150-5.50009-3
John Arthur Swets, David Marvin Green, Signal Detection Theory and Psychophysics ,(1974)
Hang Zhang, Jacienta T. Paily, Laurence T. Maloney, Decision From Models: Generalizing Probability Information to Novel Tasks Decision (Washington, D.C.). ,vol. 2, pp. 39- 53 ,(2015) , 10.1037/DEC0000022
Julia Trommershäuser, Laurence T. Maloney, Michael S. Landy, Statistical decision theory and the selection of rapid, goal-directed movements Journal of The Optical Society of America A-optics Image Science and Vision. ,vol. 20, pp. 1419- 1433 ,(2003) , 10.1364/JOSAA.20.001419
Louis Decker, Irwin Pollack, Confidence Ratings and Message Reception for Filtered Speech The Journal of the Acoustical Society of America. ,vol. 30, pp. 432- 434 ,(1958) , 10.1121/1.1909638
Konrad P Körding, Daniel M Wolpert, None, Bayesian integration in sensorimotor learning Nature. ,vol. 427, pp. 244- 247 ,(2004) , 10.1038/NATURE02169