Dependence and Risk Attitudes: An Equivalence

19 Pages Posted: 23 Nov 2020 Last revised: 8 Jun 2021

See all articles by Ruodu Wang

Ruodu Wang

University of Waterloo - Department of Statistics and Actuarial Science

Qinyu Wu

University of Science and Technology of China (USTC) - Department of Statistics and Finance

Date Written: October 8, 2020

Abstract

Suppose that a decision maker faces a random outcome which is the sum of several risky components. If she is indifferent to the dependence structure of the risky components, then we say that she (or her preference) is dependence neutral. Obviously, if the decision maker is risk neutral, i.e., her preference is numerically represented by the expectation, then she is dependence neutral. We show the converse direction is also true: dependence neutrality and risk neutrality are indeed equivalent. Moreover, the decision maker may be averse to strong positive dependence representing extreme comovement (comovement aversion), and she may prefer less to more positive dependence (dependence monotonicity). Under a continuity assumption on the preference, we show that comovement aversion, dependence monotonicity, and strong risk aversion are all equivalent. Our results bridge the gap between dependence and risk attitudes, connecting two prominent concepts in statistics and decision theory.

Keywords: risk neutrality, risk aversion, dependence neutrality, concordance order, comonotonicity

JEL Classification: D81

Suggested Citation

Wang, Ruodu and Wu, Qinyu, Dependence and Risk Attitudes: An Equivalence (October 8, 2020). Available at SSRN: https://ssrn.com/abstract=3707709 or http://dx.doi.org/10.2139/ssrn.3707709

Ruodu Wang (Contact Author)

University of Waterloo - Department of Statistics and Actuarial Science ( email )

Waterloo, Ontario N2L 3G1
Canada

Qinyu Wu

University of Science and Technology of China (USTC) - Department of Statistics and Finance ( email )

Hefei, Anhui
United States

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