2001Mathematics of Operations ResearchRequires access

Cumulative Prospect Theory for Parametric and Multiattribute Utilities

Horst Zank

Open publisher page 96 citations

Abstract

Different attitudes towards gains and losses are a prominent feature of cumulative prospect theory for decision under uncertainty. In particular, decision weights for uncertain events can depend on whether the events involve gains or losses, and the shape of the utility function can reveal loss aversion. Decision analyses concentrate on event capacities, which determine decision weights, and on the shape of the utility function. The present paper focuses on linear/exponential, power-function and multilinear utility models for decision under uncertainty. We begin with straightforward preference axioms for a representation by a cumulative prospect theory functional. The axioms include weak ordering, continuity, monotonicity and tail independence. We show that in their presence constant absolute (proportional) risk aversion implies linear/exponential (power) utility. Then, for the multiattribute case, (mutual) utility independence leads to a utility function that is (additive/multiplicative) multilinear.

About this research paper

What this paper is about

Different attitudes towards gains and losses are a prominent feature of cumulative prospect theory for decision under uncertainty. In particular, decision weights for uncertain events can depend on whether the events involve gains or losses, and the shape of the utility function can reveal loss aversion. Decision analyses concentrate on event capacities, which determine decision weights, and on the shape of the utility function. The present paper focuses on linear/exponential, power-function and multilinear utility models for decision under uncertainty. We begin with straightforward preference axioms for a representation by a cumulative prospect theory functional. The axioms include weak ordering, continuity, monotonicity and tail independence. We show that in their presence constant absolute (proportional) risk aversion implies linear/exponential (power) utility. Then, for the multiattribute case, (mutual) utility independence leads to a utility function that is (additive/multiplicative) multilinear.

Why it matters

OpenAlex reports 96 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Different attitudes towards gains and losses are a prominent feature of cumulative prospect theory for decision under uncertainty. In particular, decision weights for uncertain events can depend on whether the events involve gains or losses, and the shape of the utility function can reveal loss aversion. Decision analyses concentrate on event capacities, which determine decision weights, and on the shape of the utility function. The present paper focuses on linear/exponential, power-function and multilinear utility models for decision under uncertainty. We begin with straightforward preference axioms for a representation by a cumulative prospect theory functional. The axioms include weak ordering, continuity, monotonicity and tail independence. We show that in their presence constant absolute (proportional) risk aversion implies linear/exponential (power) utility. Then, for the multiattribute case, (mutual) utility independence leads to a utility function that is (additive/multiplicative) multilinear.

Key concepts: Axiom independence, Isoelastic utility, Multilinear map, Mathematics, Expected utility hypothesis, Subjective expected utility, Von Neumann–Morgenstern utility theorem, Cumulative prospect theory

Related papers

Back to paper searchBrowse research topicsOriginal source
Cumulative Prospect Theory for Parametric and Multiattribute Utilities — Research Paper | ScholarLens