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Published on: March 2, 2011
Testing theories of financial decision making.
Christopher P Chambers1, Federico Echenique2, Kota Saito3
1Department of Economics, University of California, San Diego, La Jolla, CA 92093;
This study introduces new axioms to test decision-making models under uncertainty, specifically for variational, maxmin, and constant risk aversion utilities. These revealed preference axioms are validated using financial decision data.
Area of Science:
- Behavioral Economics
- Decision Theory
- Econometrics
Background:
- Models of decision under uncertainty are crucial for understanding economic behavior.
- Translation invariant preference models are widely used but their observable implications require characterization.
- Specific utility models like variational, maxmin, constant absolute risk aversion (CARA), and constant relative risk aversion (CRRA) lack clear empirical tests.
Purpose of the Study:
- To characterize the observable content of widely used translation invariant preference models.
- To derive revealed preference axioms for variational, maxmin, CARA, and CRRA utility models.
- To empirically test these axioms using experimental financial decision data.
Main Methods:
- Theoretical derivation of revealed preference axioms for specific utility models.
- Formulation of conditions for dataset consistency with each utility representation.
- Empirical testing of the derived axioms using data from a financial decision experiment.
Main Results:
- Each model (variational, maxmin, CARA, CRRA) is associated with a unique, testable revealed preference axiom.
- The axioms provide necessary and sufficient conditions for data to be consistent with the respective utility models.
- Experimental data is used to demonstrate the application and validation of these axioms.
Conclusions:
- The study successfully translates theoretical models of decision under uncertainty into empirically testable propositions.
- Revealed preference axioms offer a robust framework for identifying the observable content of various utility functions.
- The findings contribute to a better empirical understanding of financial decision-making and economic preferences.
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