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Over the last two decades, financial systems have been studied and analysed from the perspective of complex networks, where the nodes and edges in the network represent the various financial components and the strengths of correlations…

统计金融 · 定量金融 2021-02-02 Areejit Samal , Sunil Kumar , Yasharth Yadav , Anirban Chakraborti

The recent financial crisis has stressed the need to understand financial systems as networks of interdependent countries, where cross-border financial linkages play the fundamental role. It has also been emphasized that the relevance of…

统计金融 · 定量金融 2015-06-03 Alessandro Spelta , Tanya Araújo

The financial crisis clearly illustrated the importance of characterizing the level of 'systemic' risk associated with an entire credit network, rather than with single institutions. However, the interplay between financial distress and…

物理与社会 · 物理学 2015-12-10 Tiziano Squartini , Iman van Lelyveld , Diego Garlaschelli

Recently, there has been a growing interest in network research, especially in these fields of biology, computer science, and sociology. It is natural to address complex financial issues such as the European sovereign debt crisis from the…

风险管理 · 定量金融 2015-06-15 Hongwei Chuang , Hwai-Chung Ho

During a financial crisis, the capital markets network frequently exhibits a high correlation between returns. We developed a network analysis framework based on daily returns from 42 countries to determine systemic stability. Our network…

动力系统 · 数学 2022-01-06 Supanat Kamtue , Pongsak Luangaram , Sirawit Woramongkhon

The recent financial crisis of 2008 and the 2011 indebtedness of Greece highlight the importance of understanding the structure of the global financial network. In this paper we set out to analyze and characterize this network, as captured…

综合金融 · 定量金融 2015-03-19 Tilman Dette , Scott Pauls , Daniel N. Rockmore

The question of how to stabilize financial systems has attracted considerable attention since the global financial crisis of 2007-2009. Recently, Beale et al. ("Individual versus systemic risk and the regulator's dilemma", Proc Natl Acad…

风险管理 · 定量金融 2014-01-30 Teruyoshi Kobayashi

Assessing the stability of economic systems is a fundamental research focus in economics, that has become increasingly interdisciplinary in the currently troubled economic situation. In particular, much attention has been devoted to the…

风险管理 · 定量金融 2017-02-24 Matteo Serri , Guido Caldarelli , Giulio Cimini

Network theory proved recently to be useful in the quantification of many properties of financial systems. The analysis of the structure of investment portfolios is a major application since their eventual correlation and overlap impact the…

统计金融 · 定量金融 2018-01-09 Danilo Delpini , Stefano Battiston , Guido Caldarelli , Massimo Riccaboni

Using data from 92 indices of stock exchanges worldwide, I analize the cluster formation and evolution from 2007 to 2010, which includes the Subprime Mortgage Crisis of 2008, using asset graphs based on distance thresholds. I also study the…

统计金融 · 定量金融 2012-01-24 Leonidas Sandoval Junior

The recent financial crisis have generated renewed interests in fragilities of global financial networks among economists and regulatory authorities. In particular, a potential vulnerability of the financial networks is the "financial…

综合金融 · 定量金融 2014-08-27 Bhaskar DasGupta , Lakshmi Kaligounder

The economical world consists of a highly interconnected and interdependent network of firms. Here we develop temporal and structural network tools to analyze the state of the economy. Our analysis indicates that a strong clustering can be…

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

We study the international interbank market through a geometrical and a topological analysis of empirical data. The geometrical analysis of the time series of cross-country liabilities shows that the systematic information of the interbank…

计算金融 · 定量金融 2012-05-28 Alessandro Spelta , Tanya Araújo

The 2008 financial crisis illustrated the need for a thorough, functional understanding of systemic risk in strongly interconnected financial structures. Dynamic processes on complex networks being intrinsically difficult, most recent…

综合金融 · 定量金融 2015-08-05 Matteo Smerlak , Brady Stoll , Agam Gupta , James S. Magdanz

Common asset holding by financial institutions, namely portfolio overlap, is nowadays regarded as an important channel for financial contagion with the potential to trigger fire sales and thus severe losses at the systemic level. In this…

风险管理 · 定量金融 2016-12-22 Stanislao Gualdi , Giulio Cimini , Kevin Primicerio , Riccardo Di Clemente , Damien Challet

Since the latest financial crisis, the idea of systemic risk has received considerable interest. In particular, contagion effects arising from cross-holdings between interconnected financial firms have been studied extensively. Drawing…

风险管理 · 定量金融 2018-10-30 Nils Bertschinger , Julian Stobbe

A financial system contains many elements networked by their relationships. Extensive works show that topological structure of the network stores rich information on evolutionary behaviors of the system such as early warning signals of…

统计金融 · 定量金融 2018-05-09 Li Zhou , Lu Qiu , Changgui Gu , Huijie Yang

Financial contagion from liquidity shocks has being recently ascribed as a prominent driver of systemic risk in interbank lending markets. Building on standard compartment models used in epidemics, in this work we develop an EDB…

风险管理 · 定量金融 2018-05-23 Giuseppe Brandi , Riccardo Di Clemente , Giulio Cimini

The latest financial crisis has painfully revealed the dangers arising from a globally interconnected financial system. Conventional approaches based on the notion of the existence of equilibrium and those which rely on statistical…

交易与市场微观结构 · 定量金融 2019-12-12 V. Sasidevan , Nils Bertschinger
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