Minimizing regret in dynamic decision problems

Minimizing regret in dynamic decision problems

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Article ID: iaor20162456
Volume: 81
Issue: 1
Start Page Number: 123
End Page Number: 151
Publication Date: Jun 2016
Journal: Theory and Decision
Authors: ,
Keywords: decision theory, optimization
Abstract:

The menu‐dependent nature of regret minimization creates subtleties when it is applied to dynamic decision problems. It is not clear whether forgone opportunities should be included in the menu. We explain commonly observed behavioral patterns as minimizing regret when forgone opportunities are present. If forgone opportunities are included, we can characterize when a form of dynamic consistency is guaranteed.

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