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In this paper we study the effect of network structure between agents and objects on measures for systemic risk. We model the influence of sharing large exogeneous losses to the financial or (re)insuance market by a bipartite graph. Using…

风险管理 · 定量金融 2015-10-05 Oliver Kley , Claudia Klüppelberg , Gesine Reinert

We reverse engineer dynamics of financial contagion to find the scenario of smallest exogenous shock that, should it occur, would lead to a given final systemic loss. This reverse stress test can be used to identify the potential triggers…

风险管理 · 定量金融 2017-03-13 Daniel Grigat , Fabio Caccioli

We extend in a minimal way the stylized model introduced in in "Tipping Points in Macroeconomic Agent Based Models" [JEDC 50, 29-61 (2015)], with the aim of investigating the role and efficacy of monetary policy of a `Central Bank' that…

经济学 · 定量金融 2020-04-20 Stanislao Gualdi , Marco Tarzia , Francesco Zamponi , Jean-Philippe Bouchaud

We consider a dynamic model of interconnected banks. New banks can emerge, and existing banks can default, creating a birth-and-death setup. Microscopically, banks evolve as independent geometric Brownian motions. Systemic effects are…

概率论 · 数学 2019-05-28 Tomoyuki Ichiba , Michael Ludkovski , Andrey Sarantsev

We investigate the macroeconomic consequences of narrow banking in the context of stock-flow consistent models. We begin with an extension of the Goodwin-Keen model incorporating time deposits, government bills, cash, and central bank…

综合经济学 · 经济学 2018-10-16 Matheus R Grasselli , Alexander Lipton

Assessing the resilience of the economy requires accounting for its intrinsic multi-layer nature, by assessing for instance how disruptions at the firm level spread through the production network and propagate to the banking sector. Methods…

物理与社会 · 物理学 2026-03-11 Soumen Majhi , Anna Mancini , Giulio Cimini

The insufficient understanding of the credit network structure was recognized as a key factor for regulators' underestimation of the destructive systematic risk during the financial crisis that started in 2007. The existing credit network…

风险管理 · 定量金融 2018-12-05 Xuan Lu , Li Huang , Kangjuan Lyu

Cascading failures, such as bankruptcies and defaults, pose a serious threat for the resilience of the global financial system. Indeed, because of the complex investment and cross-holding relations within the system, failures can occur as a…

系统与控制 · 电气工程与系统科学 2025-01-22 Leonardo Stella , Dario Bauso , Franco Blanchini , Patrizio Colaneri

In this paper, we assess how the stability of financial networks is affected by interconnectedness considering its tiniest variation: the edge. We compute the impact of edges as the percentage difference in the systemic risk (SR) of the…

统计力学 · 物理学 2025-10-06 Michel Alexandre , Thiago Christiano Silva , Francisco A. Rodrigues

When a loan is approved for a person or company, the bank is subject to \emph{credit risk}; the risk that the lender defaults. To mitigate this risk, a bank will require some form of \emph{security}, which will be collected if the lender…

数据结构与算法 · 计算机科学 2019-03-01 Hannaneh Akrami , Kurt Mehlhorn , Tommy Odland

I study the limit of a large random economy, where a set of consumers invests in financial instruments engineered by banks, in order to optimize their future consumption. This exercise shows that, even in the ideal case of perfect…

统计金融 · 定量金融 2009-06-09 Matteo Marsili

We analyze the systemic risk for disjoint and overlapping groups (e.g., central clearing counterparties (CCP)) by proposing new models with realistic game features. Specifically, we generalize the systemic risk measure proposed in [F.…

数理金融 · 定量金融 2022-02-02 Yichen Feng , Jean-Pierre Fouque , Ruimeng Hu , Tomoyuki Ichiba

This mini-project models propagation of shocks, in time point, through links in connected banks. In particular, financial network of 100 banks out of which 15 are shocked to default (that is, 85.00% of the banks are solvent) is modelled…

统计金融 · 定量金融 2024-02-26 Sunday Akukodi Ugwu

We theorize the financial health of a company and the risk of its default. A company is financially healthy as long as its equilibrium in the financial system is maintained, which depends on the cost attributable to the probability that…

综合金融 · 定量金融 2023-02-21 Gianmarco Bet , Francesco Dainelli , Eugenio Fabrizi

When banks choose similar investment strategies the financial system becomes vulnerable to common shocks. We model a simple financial system in which banks decide about their investment strategy based on a private belief about the state of…

经济学 · 定量金融 2014-08-05 Christoph Aymanns , Co-Pierre Georg

We model systemic risk using a common factor that accounts for market-wide shocks and a tail dependence factor that accounts for linkages among extreme stock returns. Specifically, our theoretical model allows for firm-specific impacts of…

风险管理 · 定量金融 2022-02-07 Wan-Chien Chiu , Juan Ignacio Peña , Chih-Wei Wang

We propose a dynamical model for the estimation of Operational Risk in banking institutions. Operational Risk is the risk that a financial loss occurs as the result of failed processes. Examples of operational losses are the ones generated…

风险管理 · 定量金融 2012-02-14 Marco Bardoscia , Roberto Bellotti

One of the most defining features of the global financial network is its inherent complex and intertwined structure. From the perspective of systemic risk it is important to understand the influence of this network structure on default…

风险管理 · 定量金融 2019-12-11 Nils Detering , Thilo Meyer-Brandis , Konstantinos Panagiotou , Daniel Ritter

We propose a new set of stylized facts quantifying the structure of financial markets. The key idea is to study the combined structure of both investment strategies and prices in order to open a qualitatively new level of understanding of…

统计金融 · 定量金融 2015-03-19 Wei-Xing Zhou , Guo-Hua Mu , Wei Chen , Didier Sornette

Systemic risk is a rapidly developing area of research. Classical financial models often do not adequately reflect the phenomena of bubbles, crises, and transitions between them during credit cycles. To study very improbable events,…

数理金融 · 定量金融 2023-05-11 Kamil Fortuna , Janusz Szwabiński