Mean-$\rho$ portfolio selection and $\rho$-arbitrage for coherent risk measures

TL;DR

This paper analyzes mean-risk portfolio selection using coherent risk measures, introduces the concept of $ ho$-arbitrage, and characterizes its absence through dual representations and market measure relationships.

Contribution

It introduces the concept of $ ho$-arbitrage in mean-risk portfolio selection and provides a dual characterization linking market measures and risk measures.

Findings

Optimal portfolios form a nonempty compact set under mild conditions.

$ ho$-arbitrage can occur unless the risk measure is as conservative as worst-case risk.

Absence of $ ho$-arbitrage relates to the existence of certain equivalent martingale measures.

Abstract

We revisit mean-risk portfolio selection in a one-period financial market where risk is quantified by a positively homogeneous risk measure $\rho$. We first show that under mild assumptions, the set of optimal portfolios for a fixed return is nonempty and compact. However, unlike in classical mean-variance portfolio selection, it can happen that no efficient portfolios exist. We call this situation $\rho$-arbitrage, and prove that it cannot be excluded -- unless $\rho$ is as conservative as the worst-case risk measure. After providing a primal characterisation of $\rho$-arbitrage, we focus our attention on coherent risk measures that admit a dual representation and give a necessary and sufficient dual characterisation of $\rho$-arbitrage. We show that the absence of $\rho$-arbitrage is intimately linked to the interplay between the set of equivalent martingale measures (EMMs) for the discounted risky assets and the set of absolutely continuous measures in the dual representation of $\rho$. A special case of our result shows that the market does not admit $\rho$-arbitrage for Expected Shortfall at level $\alpha$ if and only if there exists an EMM $\mathbb{Q} \approx \mathbb{P}$ such that $\Vert \frac{\text{d}\mathbb{Q}}{\text{d}\mathbb{P}} \Vert_\infty < \frac{1}{\alpha}$.