A random utility family that includes many of the ‘classical’ models and has closed form choice probabilities and choice reaction times
作者:
A. A. J. Marley,
期刊:
British Journal of Mathematical and Statistical Psychology
(WILEY Available online 1989)
卷期:
Volume 42,
issue 1
页码: 13-36
ISSN:0007-1102
年代: 1989
DOI:10.1111/j.2044-8317.1989.tb01112.x
出版商: Blackwell Publishing Ltd
数据来源: WILEY
摘要:
A large class of random utility models can be expressed in terms of multivariate (dependent) Weibull distributions. This class includes Luce's choice model, McFadden's generalized extreme value class, and Tversky's elimination by aspects model. A major advantage of this class is that one can obtain simple closed form representations of the predicted choice probabilities and reaction times. In this paper I develop a ‘process’ model that gives a natural interpretation of the origins of these models, and discuss various limitations, and possible extensions, of such mod
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