Non-Standard Risk Preferences: Measurement and Prediction
Paper Session
Sunday, Jan. 8, 2017 3:15 PM – 5:15 PM
Sheraton Grand Chicago, Missouri
- Chair: Charles Sprenger, University of California-San Diego
Parametric Recoverability of Preferences
Abstract
Revealed preference theory is brought to bear on the problem of recovering approximate parametric preferences from consistent and inconsistent consumer choices. We propose measures of the incompatibility between the revealed preference ranking implied by choices and the ranking induced by the considered parametric preferences. These incompatibility measures are proven to characterize well-known inconsistency indices. We advocate a recovery approach that is based on such incompatibility measures, and demonstrate its applicability for misspecifcation measurement and model selection. Using an innovative experimental design we empirically substantiate that the proposed revealed-preference-based method predicts choices significantly better than a standard distance-based methodPreference Types and Welfare in Insurance Markets
Abstract
This paper builds a procedure to partially identify and estimate the share of households that conform to various models of decision making under uncertainty – such as probability weighting, reference dependent loss aversion, and standard expected utility – and uses the estimated decision types and preferences to measure welfare implications of salient interventions in insurance markets. The procedure leverages advances in random set theory to overcome typical identification concerns that arise when households’ decisions are consistent with multiple types of rational behavior. It is computationally tractable and informative about both the underlying preference structure and the shares of various decision types.A Stream of Prospects or a Prospect of Streams: On the Evaluation of Intertemporal Risks
Abstract
Recent discussion about the relationship between risk preferences and time preferences has identified gaps in the understanding of the psychology of intertemporal risks. Critical to closing this gap is an understanding of which dimension of intertemporal risk — the risk or the time — is evaluated first. Though under discounted expected utility this ordering is of no consequence, under discounted non-expected utility the order of evaluation is critical. We provide experimental tests under which different orderings of evaluation generate substantially different behavior, and find compelling support for the notion that the risk dimension is evaluated first.JEL Classifications
- D1 - Household Behavior and Family Economics
- D3 - Distribution