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How Do Behavioral Assumptions Affect Structural Inference? Evidence from a Laboratory Experiment

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  • Houser, Daniel
  • Winter, Joachim

Abstract

We use laboratory experiments to investigate the effect that assuming rational expectations has on structural inference in a dynamic discrete decision problem. Our design induces preferences up to the subjective rate of time preference, leaving unrestricted both this parameter and subjects' decision rules. We estimate subjects' discount rates under the assumption that all subjects use the rational expectations decision rule, and under weaker behavioral assumptions that allow decision rule heterogeneity. We find that certain sophisticated heuristics fit subjects' decisions statistically significantly better than rational expectations. However, the rational expectations assumption does not distort inferences about the cross-sectional discount rate distribution.

Suggested Citation

  • Houser, Daniel & Winter, Joachim, 2004. "How Do Behavioral Assumptions Affect Structural Inference? Evidence from a Laboratory Experiment," Journal of Business & Economic Statistics, American Statistical Association, vol. 22(1), pages 64-79, January.
    • Handle: RePEc:bes:jnlbes:v:22:y:2004:i:1:p:64-79
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    References listed on IDEAS

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    More about this item

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory

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