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Stochastic Choice and Consideration Sets

Author Info

Listed author(s):
  • Manzini, Paola

    ()

    (University of St. Andrews)

  • Mariotti, Marco

    ()

    (Queen Mary, University of London)

Abstract

We model a boundedly rational agent who suffers from limited attention. The agent considers each feasible alternative with a given (unobservable) probability, the attention parameter, and then chooses the alternative that maximises a preference relation within the set of considered alternatives. Both the preference and the attention parameters are identified uniquely by stochastic choice data. The model is the only one for which the impact of removing any alternative a on the choice probability of any other alternative b is non-negative, asymmetric (either a impacts b or vice-versa), menu independent, neutral (the same on any alternative in the menu), and consistent with the impacts on a and b by a common third alternative.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 6905.

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Length: 35 pages
Date of creation: Oct 2012
Handle: RePEc:iza:izadps:dp6905
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Keywords: discrete choice; random utility; logit model; consideration sets; revealed preferences; bounded rationality;

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  • D0 - Microeconomics - - General

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