no code implementations • 20 May 2024 • Martin Herdegen, Nazem Khan, Cosimo Munari
In this paper we investigate under which conditions a risk or utility functional is sensitive to the accumulation of losses in the sense that any sufficiently large multiple of a position that exposes an agent to future losses has positive risk or negative utility.
no code implementations • 13 Feb 2024 • Martin Herdegen, David Hobson, Alex S. L. Tse
The Merton investment-consumption problem is fundamental, both in the field of finance, and in stochastic control.
no code implementations • 26 Jun 2023 • Martin Herdegen, Cosimo Munari
We provide an elementary proof of the dual representation of Expected Shortfall on the space of integrable random variables over a general probability space.
1 code implementation • 16 Sep 2022 • Joseph Jerome, Leandro Sanchez-Betancourt, Rahul Savani, Martin Herdegen
This paper introduces \mbtgym, a Python module that provides a suite of gym environments for training reinforcement learning (RL) agents to solve such model-based trading problems.
no code implementations • 15 Feb 2022 • Martin Herdegen, Nazem Khan
This paper revisits mean-risk portfolio selection in a one-period financial market, where risk is quantified by a star-shaped risk measure $\rho$.
no code implementations • 13 Dec 2021 • Martin Herdegen, David Hobson, Joseph Jerome
Finally, we solve the optimal investment-consumption problem in a constant parameter financial market, where we optimise over the right-continuous attainable consumption streams that have a unique proper utility process associated to them.
no code implementations • 26 Jul 2021 • Martin Herdegen, Johannes Muhle-Karbe, Florian Stebegg
We study one-shot Nash competition between an arbitrary number of identical dealers that compete for the order flow of a client.
no code implementations • 14 Jul 2021 • David Hobson, Martin Herdegen, Joseph Jerome
The paper has three main goals: first, to provide a detailed introduction to infinite-horizon Epstein-Zin stochastic differential utility, including a discussion of which parameter combinations lead to a well-formulated problem; second, to prove existence and uniqueness of infinite horizon Epstein-Zin stochastic differential utility under a restriction on the parameters governing the agent's risk aversion and temporal variance aversion; and third, to provide a verification argument for the candidate optimal solution to the investment-consumption problem among all admissible consumption streams.
no code implementations • 11 Sep 2020 • Martin Herdegen, Nazem Khan
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 $\rho$.
no code implementations • 9 Jun 2020 • Martin Herdegen, David Hobson, Joseph Jerome
In this article we consider the infinite-horizon Merton investment-consumption problem in a constant-parameter Black - Scholes - Merton market for an agent with constant relative risk aversion R. The classical primal approach is to write down a candidate value function and to use a verification argument to prove that this is the solution to the problem.
no code implementations • 30 Jan 2019 • Martin Herdegen, Johannes Muhle-Karbe, Dylan Possamaï
We study risk-sharing economies where heterogenous agents trade subject to quadratic transaction costs.