Risk Measures on Lipschitz Spaces
Abstract
This paper develops a theory of monetary risk measures on metric state spaces. We propose the space of Lipschitz functions vanishing at a reference state as a natural domain for financial positions. The associated Lipschitz-free space provides its canonical predual, linking anchored Lipschitz payoffs to transport-based dual variables interpreted as redistributions of mass around the benchmark. Since the domain lacks constants and need not be a Banach lattice under the Lipschitz norm, standard cash-additive methods do not apply directly. We address this by using additivity along benchmark-deviation instruments and derive dual representations for convex and coherent risk measures. The framework covers temporal cash flows, path-dependent payoffs, network risk, and model uncertainty.
Cite
@article{arxiv.2607.17020,
title = {Risk Measures on Lipschitz Spaces},
author = {Henrik Karlholm and Marlon Moresco and Marcelo Righi},
journal= {arXiv preprint arXiv:2607.17020},
year = {2026}
}
Comments
23 pages. Submitted for publication