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Random Choice and Learning

delete2019-02-01
delete44
PRE
AI
P
Paulo Natenzon *
DOI:10.1086/700762delete
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摘要

摘要

En 中文
Context-dependent individual choice challenges the principle of utility maximization. I explain context dependence as the optimal response of an imperfectly informed agent to the ease of comparison of the options. I introduce a discrete choice model, the Bayesian probit, which allows the analyst to identify stable preferences from context-dependent choice data. My model accommodates observed behavioral phenomena-including the attraction and compromise effects-that lie beyond the scope of any random utility model. I use data from frog mating choices to illustrate how the model can outperform the random utility framework in goodness of fit and out-of-sample prediction.
Keyword:
STOCHASTIC CHOICE
RATIONAL INATTENTION
DECISION-MAKING
ATTRACTION
VIOLATIONS
SIMILARITY
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期刊

Journal of Political Economy 封面图
Journal of Political Economy
IF:
6.3
论文数:
2.6K
被引数:
3.2W

机构

W
washington university (wustl)
学者数:
5.5W
论文数: 4.5W
被引数: 70
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