Contagion and Default Risks in Derivative Pricing: A Hawkes-Based Model

Modern financial systems do not exist in isolation but form part of a complex global network of interconnected financial systems. This globalization of financial systems significantly increases the risk of contagion in financial markets, impacting asset prices and other important economic factors, including interest rates and market volatility. This phenomenon informs not only investors’ investment strategies but also the prices of contingent claims. In this article, we present a derivative pricing model in an incomplete and globalized financial market. To appreciate the dynamics and impact of some important market factors, particularly default risks due to contagion, we consider two different financial markets with defaultable assets: in one market, we consider a stock whose price process follows a Heston stochastic volatility model, and in the other, a stock that follows a Hawkes-type jump diffusion model whose intensity is subjected to external systemic shocks. In both markets, we derive an indifference price for a contingent claim that is subject to the risk of default and show the impacts the investor’s risk aversion and external shocks on the price of the contingent claim.

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Journal
Risks
Published
2026-03-02
DOI
https://doi.org/10.3390/risks14030053
Primary Topic
Stochastic processes and financial applications
Type
article
Field-Weighted Citation Impact
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article

Contagion and Default Risks in Derivative Pricing: A Hawkes-Based Model

Eben Maré, Francis Agana
Risks
Stochastic processes and financial applications
article

Contagion and Default Risks in Derivative Pricing: A Hawkes-Based Model

Eben Maré, Francis Agana
article en

Abstract

Modern financial systems do not exist in isolation but form part of a complex global network of interconnected financial systems. This globalization of financial systems significantly increases the risk of contagion in financial markets, impacting asset prices and other important economic factors, including interest rates and market volatility. This phenomenon informs not only investors’ investment strategies but also the prices of contingent claims. In this article, we present a derivative pricing model in an incomplete and globalized financial market. To appreciate the dynamics and impact of some important market factors, particularly default risks due to contagion, we consider two different financial markets with defaultable assets: in one market, we consider a stock whose price process follows a Heston stochastic volatility model, and in the other, a stock that follows a Hawkes-type jump diffusion model whose intensity is subjected to external systemic shocks. In both markets, we derive an indifference price for a contingent claim that is subject to the risk of default and show the impacts the investor’s risk aversion and external shocks on the price of the contingent claim.

RisksVol. 14(3)
Navrongo Health Research Centre (GH), University of Pretoria (ZA)
Partnerships for the goals
Openalex Percentile: Top 40%
Stochastic processes and financial applications
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