Financial Contagion And Network Analysis

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Contagion! Systemic Risk in Financial Networks

Author : T. R. Hurd
Publisher : Springer
ISBN 13 : 3319339303
Total Pages : 146 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Contagion! Systemic Risk in Financial Networks by : T. R. Hurd

Download or read book Contagion! Systemic Risk in Financial Networks written by T. R. Hurd and published by Springer. This book was released on 2016-05-25 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a unified mathematical framework for the transmission channels for damaging shocks that can lead to instability in financial systems. As the title suggests, financial contagion is analogous to the spread of disease, and damaging financial crises may be better understood by bringing to bear ideas from studying other complex systems in our world. After considering how people have viewed financial crises and systemic risk in the past, it delves into the mechanics of the interactions between banking counterparties. It finds a common mathematical structure for types of crises that proceed through cascade mappings that approach a cascade equilibrium. Later chapters follow this theme, starting from the underlying random skeleton graph, developing into the theory of bootstrap percolation, ultimately leading to techniques that can determine the large scale nature of contagious financial cascades.

Evolution of the Global Financial Network and Contagion: A New Approach

Author : Ms.Yevgeniya Korniyenko
Publisher : International Monetary Fund
ISBN 13 : 1484353242
Total Pages : 41 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis Evolution of the Global Financial Network and Contagion: A New Approach by : Ms.Yevgeniya Korniyenko

Download or read book Evolution of the Global Financial Network and Contagion: A New Approach written by Ms.Yevgeniya Korniyenko and published by International Monetary Fund. This book was released on 2018-05-15 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper studies the interconnectedness of the global financial system and its susceptibility to shocks. A novel multilayer network framework is applied to link debt and equity exposures across countries. Use of this approach—that examines simultaneously multiple channels of transmission and their important higher order effects—shows that ignoring the heterogeneity of financial exposures, and simply aggregating all claims, as often done in other studies, can underestimate the extent and effects of financial contagion.The structure of the global financial network has changed since the global financial crisis, impacted by European bank’s deleveraging and higher corporate debt issuance. Still, we find that the structure of the system and contagion remain similar in that network is highly susceptible to shocks from central countries and those with large financial systems (e.g., the USA and the UK). While, individual European countries (excluding the UK) have relatively low impact on shock propagation, the network is highly susceptible to the shocks from the entire euro area. Another important development is the rising role of the Asian countries and the noticeable increase in network susceptibility to shocks from China and Hong Kong SAR economies.

The Oxford Handbook of the Economics of Networks

Author : Yann Bramoullé
Publisher : Oxford University Press
ISBN 13 : 0190216832
Total Pages : 857 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis The Oxford Handbook of the Economics of Networks by : Yann Bramoullé

Download or read book The Oxford Handbook of the Economics of Networks written by Yann Bramoullé and published by Oxford University Press. This book was released on 2016-03-01 with total page 857 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of the Economics of Networks represents the frontier of research into how and why networks they form, how they influence behavior, how they help govern outcomes in an interactive world, and how they shape collective decision making, opinion formation, and diffusion dynamics. From a methodological perspective, the contributors to this volume devote attention to theory, field experiments, laboratory experiments, and econometrics. Theoretical work in network formation, games played on networks, repeated games, and the interaction between linking and behavior is synthesized. A number of chapters are devoted to studying social process mediated by networks. Topics here include opinion formation, diffusion of information and disease, and learning. There are also chapters devoted to financial contagion and systemic risk, motivated in part by the recent financial crises. Another section discusses communities, with applications including social trust, favor exchange, and social collateral; the importance of communities for migration patterns; and the role that networks and communities play in the labor market. A prominent role of networks, from an economic perspective, is that they mediate trade. Several chapters cover bilateral trade in networks, strategic intermediation, and the role of networks in international trade. Contributions discuss as well the role of networks for organizations. On the one hand, one chapter discusses the role of networks for the performance of organizations, while two other chapters discuss managing networks of consumers and pricing in the presence of network-based spillovers. Finally, the authors discuss the internet as a network with attention to the issue of net neutrality.

Financial Contagion and Network Analysis

Author : Martin Summer
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Financial Contagion and Network Analysis by : Martin Summer

Download or read book Financial Contagion and Network Analysis written by Martin Summer and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Network models of interbank exposures allow the mapping of the complex web of financial linkages among many institutions and address issues of system stability and contagion risk. Although existing models cover a fair amount of ground in explaining how network structure can lead to default cascades and in quantifying the likelihood and the impact of default cascades through balance-sheet mechanics, the literature has shortcomings in explaining how shocks are potentially amplified through the network of exposures. These amplification mechanisms seem to be very important in financial crises. This review discusses the main conceptual ideas behind network models of contagion, the major findings of this literature, as well as some limitations of existing models.

The Network Challenge (Chapter 21)

Author : Franklin Allen
Publisher : Pearson Education
ISBN 13 : 0137015518
Total Pages : 38 pages
Book Rating : 4.1/5 (37 download)

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Book Synopsis The Network Challenge (Chapter 21) by : Franklin Allen

Download or read book The Network Challenge (Chapter 21) written by Franklin Allen and published by Pearson Education. This book was released on 2009-05-19 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern financial systems exhibit a high degree of interdependence, with connections between financial institutions stemming from both the asset and the liability sides of their balance sheets. Networks--broadly understood as a collection of nodes and links between nodes--can be a useful representation of financial systems. By modeling economic interactions, network analysis can better explain certain economic phenomena. In this chapter, Allen and Babus argue that the use of network theories can enrich our understanding of financial systems. They explore several critical issues. First, they address the issue of systemic risk, by studying two questions: how resilient financial networks are to contagion, and how financial institutions form connections when exposed to the risk of contagion. Second, they consider how network theory can be used to explain freezes in the interbank market. Third, they examine how social networks can improve investment decisions and corporate governance, based on recent empirical results. Fourth, they examine the role of networks in distributing primary issues of securities. Finally, they consider the role of networks as a form of mutual monitoring, as in microfinance.

Data Science for Economics and Finance

Author : Sergio Consoli
Publisher : Springer Nature
ISBN 13 : 3030668916
Total Pages : 357 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Data Science for Economics and Finance by : Sergio Consoli

Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.

Computational Science — ICCS 2004

Author : Marian Bubak
Publisher : Springer Science & Business Media
ISBN 13 : 3540221166
Total Pages : 1376 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Computational Science — ICCS 2004 by : Marian Bubak

Download or read book Computational Science — ICCS 2004 written by Marian Bubak and published by Springer Science & Business Media. This book was released on 2004-05-26 with total page 1376 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Conference on Computational Science (ICCS 2004) held in Krak ́ ow, Poland, June 6–9, 2004, was a follow-up to the highly successful ICCS 2003 held at two locations, in Melbourne, Australia and St. Petersburg, Russia; ICCS 2002 in Amsterdam, The Netherlands; and ICCS 2001 in San Francisco, USA. As computational science is still evolving in its quest for subjects of inves- gation and e?cient methods, ICCS 2004 was devised as a forum for scientists from mathematics and computer science, as the basic computing disciplines and application areas, interested in advanced computational methods for physics, chemistry, life sciences, engineering, arts and humanities, as well as computer system vendors and software developers. The main objective of this conference was to discuss problems and solutions in all areas, to identify new issues, to shape future directions of research, and to help users apply various advanced computational techniques. The event harvested recent developments in com- tationalgridsandnextgenerationcomputingsystems,tools,advancednumerical methods, data-driven systems, and novel application ?elds, such as complex - stems, ?nance, econo-physics and population evolution.

Networks in Finance

Author : Franklin Allen
Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Networks in Finance by : Franklin Allen

Download or read book Networks in Finance written by Franklin Allen and published by . This book was released on 2011 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern financial systems exhibit a high degree of interdependence. There are different possible sources of connections between financial institutions, stemming from both the asset and the liability side of their balance sheet. For instance, banks are directly connected through mutual exposures acquired on the interbank market. Likewise, holding similar portfolios or sharing the same mass of depositors creates indirect linkages between financial institutions. Broadly understood as a collection of nodes and links between nodes, networks can be a useful representation of financial systems. By providing means to model the specifics of economic interactions, network analysis can better explain certain economic phenomena. In this paper we argue that the use of network theories can enrich our understanding of financial systems. We review the recent developments in financial networks, highlighting the synergies created from applying network theory to answer financial questions. Further, we propose several directions of research. First, we consider the issue of systemic risk. In this context, two questions arise: how resilient financial networks are to contagion, and how financial institutions form connections when exposed to the risk of contagion. The second issue we consider is how network theory can be used to explain freezes in the interbank market of the type we have observed in August 2007 and subsequently. The third issue is how social networks can improve investment decisions and corporate governance. Recent empirical work has provided some interesting results in this regard. The fourth issue concerns the role of networks in distributing primary issues of securities as, for example, in initial public offerings, or seasoned debt and equity issues. Finally, we consider the role of networks as a form of mutual monitoring as in microfinance.

Interconnectedness and Contagion Analysis: A Practical Framework

Author : Mrs.Jana Bricco
Publisher : International Monetary Fund
ISBN 13 : 1513517856
Total Pages : 49 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Interconnectedness and Contagion Analysis: A Practical Framework by : Mrs.Jana Bricco

Download or read book Interconnectedness and Contagion Analysis: A Practical Framework written by Mrs.Jana Bricco and published by International Monetary Fund. This book was released on 2019-10-11 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of interconnectedness and contagion is an important part of the financial stability and risk assessment of a country’s financial system. This paper offers detailed and practical guidance on how to conduct a comprehensive analysis of interconnectedness and contagion for a country’s financial system under various circumstances. We survey current approaches at the IMF for analyzing interconnectedness within the interbank, cross-sector and cross-border dimensions through an overview and examples of the data and methodologies used in the Financial Sector Assessment Program. Finally, this paper offers practical advice on how to interpret results and discusses potential financial stability policy recommendations that can be drawn from this type of in-depth analysis.

CoMap: Mapping Contagion in the Euro Area Banking Sector

Author : Mehmet Ziya Gorpe
Publisher : International Monetary Fund
ISBN 13 : 1498312071
Total Pages : 63 pages
Book Rating : 4.4/5 (983 download)

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Book Synopsis CoMap: Mapping Contagion in the Euro Area Banking Sector by : Mehmet Ziya Gorpe

Download or read book CoMap: Mapping Contagion in the Euro Area Banking Sector written by Mehmet Ziya Gorpe and published by International Monetary Fund. This book was released on 2019-05-10 with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a novel approach to investigate and model the network of euro area banks’ large exposures within the global banking system. Drawing on a unique dataset, the paper documents the degree of interconnectedness and systemic risk of the euro area banking system based on bilateral linkages. We develop a Contagion Mapping model fully calibrated with bank-level data to study the contagion potential of an exogenous shock via credit and funding risks. We find that tipping points shifting the euro area banking system from a less vulnerable state to a highly vulnerable state are a non-linear function of the combination of network structures and bank-specific characteristics.

Systemic Risk from Global Financial Derivatives

Author : Ms.Sheri M. Markose
Publisher : International Monetary Fund
ISBN 13 : 1475577508
Total Pages : 58 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Systemic Risk from Global Financial Derivatives by : Ms.Sheri M. Markose

Download or read book Systemic Risk from Global Financial Derivatives written by Ms.Sheri M. Markose and published by International Monetary Fund. This book was released on 2012-11-30 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial network analysis is used to provide firm level bottom-up holistic visualizations of interconnections of financial obligations in global OTC derivatives markets. This helps to identify Systemically Important Financial Intermediaries (SIFIs), analyse the nature of contagion propagation, and also monitor and design ways of increasing robustness in the network. Based on 2009 FDIC and individually collected firm level data covering gross notional, gross positive (negative) fair value and the netted derivatives assets and liabilities for 202 financial firms which includes 20 SIFIs, the bilateral flows are empirically calibrated to reflect data-based constraints. This produces a tiered network with a distinct highly clustered central core of 12 SIFIs that account for 78 percent of all bilateral exposures and a large number of financial intermediaries (FIs) on the periphery. The topology of the network results in the “Too- Interconnected-To-Fail” (TITF) phenomenon in that the failure of any member of the central tier will bring down other members with the contagion coming to an abrupt end when the ‘super-spreaders’ have demised. As these SIFIs account for the bulk of capital in the system, ipso facto no bank among the top tier can be allowed to fail, highlighting the untenable implicit socialized guarantees needed for these markets to operate at their current levels. Systemic risk costs of highly connected SIFIs nodes are not priced into their holding of capital or collateral. An eigenvector centrality based ‘super-spreader’ tax has been designed and tested for its capacity to reduce the potential socialized losses from failure of SIFIs.

Balance Sheet Network Analysis of Too-Connected-to-Fail Risk in Global and Domestic Banking Systems

Author : Mr.Jorge A. Chan-Lau
Publisher : International Monetary Fund
ISBN 13 : 1455200662
Total Pages : 27 pages
Book Rating : 4.4/5 (552 download)

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Book Synopsis Balance Sheet Network Analysis of Too-Connected-to-Fail Risk in Global and Domestic Banking Systems by : Mr.Jorge A. Chan-Lau

Download or read book Balance Sheet Network Analysis of Too-Connected-to-Fail Risk in Global and Domestic Banking Systems written by Mr.Jorge A. Chan-Lau and published by International Monetary Fund. This book was released on 2010-04-01 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2008/9 financial crisis highlighted the importance of evaluating vulnerabilities owing to interconnectedness, or Too-Connected-to-Fail risk, among financial institutions for country monitoring, financial surveillance, investment analysis and risk management purposes. This paper illustrates the use of balance sheet-based network analysis to evaluate interconnectedness risk, under extreme adverse scenarios, in banking systems in mature and emerging market countries, and between individual banks in Chile, an advanced emerging market economy.

A network analysis of global banking

Author : Ms.Camelia Minoiu
Publisher : International Monetary Fund
ISBN 13 : 1455227056
Total Pages : 43 pages
Book Rating : 4.4/5 (552 download)

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Book Synopsis A network analysis of global banking by : Ms.Camelia Minoiu

Download or read book A network analysis of global banking written by Ms.Camelia Minoiu and published by International Monetary Fund. This book was released on 2011-04-01 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper we explore the properties of the global banking network using cross-border bank lending data for 184 countries over 1978-2009. Specifically, we analyze financial interconnectedness using network metrics of centrality, connectivity, and clustering. We document a relatively unstable global banking network, with structural breaks in network indicators identifying several waves of capital flows. Interconnectedness rankings, especially for borrowers, are relatively volatile over the period. Connectivity tends to fall during and after systemic banking crises and sovereign debt crises. The 2008-09 global financial crisis stands out as an unusually large perturbation to the cross-border banking network.

Handbook on Systemic Risk

Author : Jean-Pierre Fouque
Publisher : Cambridge University Press
ISBN 13 : 1107023432
Total Pages : 993 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Handbook on Systemic Risk by : Jean-Pierre Fouque

Download or read book Handbook on Systemic Risk written by Jean-Pierre Fouque and published by Cambridge University Press. This book was released on 2013-05-23 with total page 993 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook on Systemic Risk, written by experts in the field, provides researchers with an introduction to the multifaceted aspects of systemic risks facing the global financial markets. The Handbook explores the multidisciplinary approaches to analyzing this risk, the data requirements for further research, and the recommendations being made to avert financial crisis. The Handbook is designed to encourage new researchers to investigate a topic with immense societal implications as well as to provide, for those already actively involved within their own academic discipline, an introduction to the research being undertaken in other disciplines. Each chapter in the Handbook will provide researchers with a superior introduction to the field and with references to more advanced research articles. It is the hope of the editors that this Handbook will stimulate greater interdisciplinary academic research on the critically important topic of systemic risk in the global financial markets.

Temporal Networks in the Analysis of Financial Contagion

Author : Fabio Franch
Publisher :
ISBN 13 : 9789289951166
Total Pages : pages
Book Rating : 4.9/5 (511 download)

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Book Synopsis Temporal Networks in the Analysis of Financial Contagion by : Fabio Franch

Download or read book Temporal Networks in the Analysis of Financial Contagion written by Fabio Franch and published by . This book was released on 2022 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper studies the dynamics of contagion across the banking, insurance and shadow banking sectors of 16 advanced economies in the period 2006-2018. We construct Granger causality-in-risk networks and introduce higher-order aggregate networks and temporal node centralities in an economic setting to capture non-Markovian network features. Our approach uncovers the dynamics of financial contagion as it is transmitted across segments of the financial system and jurisdictions. Temporal centralities identify countries in distress as the nodes through which contagion propagates. Moreover, the banking system emerges as the primary source and transmitter of stress while banks and shadow banks are highly interconnected. The insurance sector is found to contribute less to stress transmission in all periods, except during the global financial crisis. Our approach, as opposed to one that uses memoryless measures of network centrality, is able to identify more clearly the nodes that are critical for the transmission of financial contagion.

A Flow Network Analysis of Direct Balance-sheet Contagion in Financial Networks

Author : Mario Eboli
Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.:/5 (86 download)

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Book Synopsis A Flow Network Analysis of Direct Balance-sheet Contagion in Financial Networks by : Mario Eboli

Download or read book A Flow Network Analysis of Direct Balance-sheet Contagion in Financial Networks written by Mario Eboli and published by . This book was released on 2013 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cross-Border Financial Surveillance

Author : Marco A Espinosa-Vega
Publisher : International Monetary Fund
ISBN 13 : 1455200646
Total Pages : 29 pages
Book Rating : 4.4/5 (552 download)

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Book Synopsis Cross-Border Financial Surveillance by : Marco A Espinosa-Vega

Download or read book Cross-Border Financial Surveillance written by Marco A Espinosa-Vega and published by International Monetary Fund. This book was released on 2010-04-01 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective cross-border financial surveillance requires the monitoring of direct and indirect systemic linkages. This paper illustrates how network analysis could make a significant contribution in this regard by simulating different credit and funding shocks to the banking systems of a number of selected countries. After that, we show that the inclusion of risk transfers could modify the risk profile of entire financial systems, and thus an enriched simulation algorithm able to account for risk transfers is proposed. Finally, we discuss how some of the limitations of our simulations are a reflection of existing information and data gaps, and thus view these shortcomings as a call to improve the collection and analysis of data on cross-border financial exposures.