Branching-independent random utility model

被引:0
|
作者
Suleymanov, Elchin [1 ]
机构
[1] Purdue Univ, Dept Econ, W Lafayette, IN 47907 USA
关键词
Stochastic choice; Random utility model; THEOREM;
D O I
10.1016/j.jet.2024.105880
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper introduces a subclass of the Random Utility Model (RUM), called branching- independent RUM. In this subclass, the probability distribution over the ordinal rankings of alternatives satisfies the following property: for any k is an element of {1, , ... , n -1}, where n denotes the number of alternatives, when fixing the first k and the last n - k alternatives, the relative rankings of the first k and the last n - k alternatives are independent. Branching-independence is motivated by the classical example due to Fishburn (1998), which illustrates the non-uniqueness problem in random utility models. Surprisingly, branching-independent RUM is characterized by the BlockMarschak condition, which also characterizes general RUM. In fact, I show that a construction similar to the one used in Falmagne (1978) generates a branching-independent RUM. In addition, within the class of branching-independent RUMs, the probability distribution over preferences is uniquely determined. Hence, while branching-independent RUM has the same explanatory power as general RUM, it is uniquely identified.
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页数:18
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