Tree Networks To Assess Financial Contagion

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Tree Networks to Assess Financial Contagion

Author : Daniel Felix Ahelegbey
Publisher :
ISBN 13 :
Total Pages : 22 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Tree Networks to Assess Financial Contagion by : Daniel Felix Ahelegbey

Download or read book Tree Networks to Assess Financial Contagion written by Daniel Felix Ahelegbey and published by . This book was released on 2019 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: We proposes a two-layered tree network model that decomposes financial contagion into a global component, composed of inter-country contagion effects, and a local component, made up of inter-institutional contagion channels. The model is effectively applied to a database containing time series of daily CDS spreads of major European financial institutions (banks and insurance companies), and reveals the importance monitoring both channels to assess financial contagion. The empirical application revealed evidence of a high inter-country and inter-institutional vulnerability at the onset of the global financial crisis in 2008 and during the sovereign crisis in 2011. The result further identifies Belgium and France as central to the inter-country contagion in the Euro area during the financial crisis, while Italy dominated during the sovereign crisis. The French corporates Groupama, Credit Industriel and Caisse d'Epargne were central in the inter-institutional contagion in both crises.

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.

Models of Network Formation and Financial Contagion

Author : Andrea Giovannetti
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (111 download)

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Book Synopsis Models of Network Formation and Financial Contagion by : Andrea Giovannetti

Download or read book Models of Network Formation and Financial Contagion written by Andrea Giovannetti and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Understanding Financial Interconnectedness

Author : International Monetary Fund. Strategy, Policy, & Review Department
Publisher : International Monetary Fund
ISBN 13 : 1498336752
Total Pages : 45 pages
Book Rating : 4.4/5 (983 download)

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Book Synopsis Understanding Financial Interconnectedness by : International Monetary Fund. Strategy, Policy, & Review Department

Download or read book Understanding Financial Interconnectedness written by International Monetary Fund. Strategy, Policy, & Review Department and published by International Monetary Fund. This book was released on 2010-04-10 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper seeks to advance our understanding of global financial interconnectedness by (i) mapping aspects of the architecture of global finance and (ii) investigating critical fault lines related to interconnectedness along which systemic risks were built up and shocks transmitted in the crisis. It thus takes initial steps toward operationalizing enhanced financial sector and macro-financial surveillance called for by the IMF’s Executive Board and by experts such as de Larosiere et al. (2009). Getting a better handle on interconnectedness would strengthen the Fund‘s ability, together with the Financial Stability Board, to track systemic risk concentrations. It would also inform spillover and vulnerability analyses, and sharpen bilateral and multilateral surveillance.

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.

The Network Challenge

Author : Paul R. Kleindorfer
Publisher : Prentice Hall Professional
ISBN 13 : 0137029322
Total Pages : 589 pages
Book Rating : 4.1/5 (37 download)

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Book Synopsis The Network Challenge by : Paul R. Kleindorfer

Download or read book The Network Challenge written by Paul R. Kleindorfer and published by Prentice Hall Professional. This book was released on 2009-06-11 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: New Paperback Edition Networks and the Enterprise: Breakthrough Thinking and Actionable Strategies “This book presents an amazing collection of insights on underlying forces and ways to thrive in our post-Coaseian age—an age in which the centralized firm is changing into an agile and resilient network of participants. A must read for a world where unpredictability reigns supreme.” —John Seely Brown, Independent Co-Chair of the Deloitte Center for Edge Innovation, and Senior Fellow at the Annenberg Center for Communication at the University of Southern California “I couldn’t wait to get my hands on this research...I have already begun to put the ideas into practice in designing next-generation open innovation networks...the diversity of ideas and perspectives is truly amazing and will be a terrific resource to anyone seeking to move to new business models based on the power of networks for innovation, marketing, and creating and leveraging big ideas. Job well done!” —Larry Huston, Creator of the “Connect and Develop” program for Procter & Gamble, and Managing Director of 4iNNO, a major Open Innovation consulting practice “In our borderless world, every manager needs to understand the strategic implications of networks. For the first time, The Network Challenge brings together thought leaders from many fields—a team of experts as broad as the network challenge itself.” —Kenichi Ohmae, author of more than 100 books, including the seminal work, The Mind of the Strategist, advisor on global strategy to foreign governments and scores of multinational corporations, selected by The Economist as one of five management gurus in the world. Networks define modern business. Networks introduce new risks (as seen by the rapid spread of contagion in global financial markets) and opportunities (as seen in the rapid rise of network-based businesses). While managers typically view business through the lens of a single firm, this book challenges readers to take a broader view of their enterprises and opportunities. This book’s 28 original essays include CK Prahalad on networks as the new locus of competitive advantage Russell E. Palmer on leadership in a networked global environment Dawn Iacobucci and James M. Salter II on the business implications of social networking Franklin Allen and Ana Babus on contagion in financial markets Steven O. Kimbrough on artificial intelligence, evolutionary computation, and networks Satish Nambisan and Mohan Sawhney on tapping the “global brain” for innovation Manuel E. Sosa on coordination networks in product development Christophe Van den Bulte and Stefan Wuyts on customer networks Christoph Zott and Raphael Amit on using business models to drive network-based strategies Yoram (Jerry) Wind, Victor Fung, and William Fung on network orchestration Valery Yakubovich and Ryan Burg on network-based HR strategy Howard Kunreuther on risk management strategies for an interdependent world Paul R. Kleindorfer and Ilias D. Visvikis on integrating financial and physical networks in global logistics Witold J. Henisz on network-based political and social risk management Boaz Ganor on terrorism networks And much more...

(Preface & Chapter 1) The Network Imperative: Community or Contagion?

Author :
Publisher : Pearson Prentice Hall
ISBN 13 : 0137015291
Total Pages : 39 pages
Book Rating : 4.1/5 (37 download)

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Book Synopsis (Preface & Chapter 1) The Network Imperative: Community or Contagion? by :

Download or read book (Preface & Chapter 1) The Network Imperative: Community or Contagion? written by and published by Pearson Prentice Hall. This book was released on with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

Financial Crises Explanations, Types, and Implications

Author : Mr.Stijn Claessens
Publisher : International Monetary Fund
ISBN 13 : 1475561008
Total Pages : 66 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Financial Crises Explanations, Types, and Implications by : Mr.Stijn Claessens

Download or read book Financial Crises Explanations, Types, and Implications written by Mr.Stijn Claessens and published by International Monetary Fund. This book was released on 2013-01-30 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper reviews the literature on financial crises focusing on three specific aspects. First, what are the main factors explaining financial crises? Since many theories on the sources of financial crises highlight the importance of sharp fluctuations in asset and credit markets, the paper briefly reviews theoretical and empirical studies on developments in these markets around financial crises. Second, what are the major types of financial crises? The paper focuses on the main theoretical and empirical explanations of four types of financial crises—currency crises, sudden stops, debt crises, and banking crises—and presents a survey of the literature that attempts to identify these episodes. Third, what are the real and financial sector implications of crises? The paper briefly reviews the short- and medium-run implications of crises for the real economy and financial sector. It concludes with a summary of the main lessons from the literature and future research directions.

The Econometrics of Networks

Author : Áureo de Paula
Publisher : Emerald Group Publishing
ISBN 13 : 1838675752
Total Pages : 496 pages
Book Rating : 4.8/5 (386 download)

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Book Synopsis The Econometrics of Networks by : Áureo de Paula

Download or read book The Econometrics of Networks written by Áureo de Paula and published by Emerald Group Publishing. This book was released on 2020-10-19 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Showcasing fresh methodological and empirical research on the econometrics of networks, and comprising both theoretical, empirical and policy papers, the authors in this volume bring together a wide range of perspectives to facilitate a dialogue between academics and practitioners for better understanding this groundbreaking field.

Social and Economic Networks

Author : Matthew O. Jackson
Publisher : Princeton University Press
ISBN 13 : 140083399X
Total Pages : 519 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Social and Economic Networks by : Matthew O. Jackson

Download or read book Social and Economic Networks written by Matthew O. Jackson and published by Princeton University Press. This book was released on 2010-11-01 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networks of relationships help determine the careers that people choose, the jobs they obtain, the products they buy, and how they vote. The many aspects of our lives that are governed by social networks make it critical to understand how they impact behavior, which network structures are likely to emerge in a society, and why we organize ourselves as we do. In Social and Economic Networks, Matthew Jackson offers a comprehensive introduction to social and economic networks, drawing on the latest findings in economics, sociology, computer science, physics, and mathematics. He provides empirical background on networks and the regularities that they exhibit, and discusses random graph-based models and strategic models of network formation. He helps readers to understand behavior in networked societies, with a detailed analysis of learning and diffusion in networks, decision making by individuals who are influenced by their social neighbors, game theory and markets on networks, and a host of related subjects. Jackson also describes the varied statistical and modeling techniques used to analyze social networks. Each chapter includes exercises to aid students in their analysis of how networks function. This book is an indispensable resource for students and researchers in economics, mathematics, physics, sociology, and business.

Global Waves of Debt

Author : M. Ayhan Kose
Publisher : World Bank Publications
ISBN 13 : 1464815453
Total Pages : 403 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Global Waves of Debt by : M. Ayhan Kose

Download or read book Global Waves of Debt written by M. Ayhan Kose and published by World Bank Publications. This book was released on 2021-03-03 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global economy has experienced four waves of rapid debt accumulation over the past 50 years. The first three debt waves ended with financial crises in many emerging market and developing economies. During the current wave, which started in 2010, the increase in debt in these economies has already been larger, faster, and broader-based than in the previous three waves. Current low interest rates mitigate some of the risks associated with high debt. However, emerging market and developing economies are also confronted by weak growth prospects, mounting vulnerabilities, and elevated global risks. A menu of policy options is available to reduce the likelihood that the current debt wave will end in crisis and, if crises do take place, will alleviate their impact.

Interbank Tiering and Money Center Banks

Author : Ben Craig
Publisher :
ISBN 13 :
Total Pages : 50 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Interbank Tiering and Money Center Banks by : Ben Craig

Download or read book Interbank Tiering and Money Center Banks written by Ben Craig and published by . This book was released on 2010 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

Propagation Phenomena in Real World Networks

Author : Dariusz Król
Publisher : Springer
ISBN 13 : 331915916X
Total Pages : 375 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Propagation Phenomena in Real World Networks by : Dariusz Król

Download or read book Propagation Phenomena in Real World Networks written by Dariusz Król and published by Springer. This book was released on 2015-03-19 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Propagation, which looks at spreading in complex networks, can be seen from many viewpoints; it is undesirable, or desirable, controllable, the mechanisms generating that propagation can be the topic of interest, but in the end all depends on the setting. This book covers leading research on a wide spectrum of propagation phenomenon and the techniques currently used in its modelling, prediction, analysis and control. Fourteen papers range over topics including epidemic models, models for trust inference, coverage strategies for networks, vehicle flow propagation, bio-inspired routing algorithms, P2P botnet attacks and defences, fault propagation in gene-cellular networks, malware propagation for mobile networks, information propagation in crisis situations, financial contagion in interbank networks, and finally how to maximize the spread of influence in social networks. The compendium will be of interest to researchers, those working in social networking, communications and finance and is aimed at providing a base point for further studies on current research. Above all, by bringing together research from such diverse fields, the book seeks to cross-pollinate ideas, and give the reader a glimpse of the breath of current research.”

Listed Volatility and Variance Derivatives

Author : Yves Hilpisch
Publisher : John Wiley & Sons
ISBN 13 : 1119167930
Total Pages : 398 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Listed Volatility and Variance Derivatives by : Yves Hilpisch

Download or read book Listed Volatility and Variance Derivatives written by Yves Hilpisch and published by John Wiley & Sons. This book was released on 2016-11-10 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage Python for expert-level volatility and variance derivative trading Listed Volatility and Variance Derivatives is a comprehensive treatment of all aspects of these increasingly popular derivatives products, and has the distinction of being both the first to cover European volatility and variance products provided by Eurex and the first to offer Python code for implementing comprehensive quantitative analyses of these financial products. For those who want to get started right away, the book is accompanied by a dedicated Web page and a Github repository that includes all the code from the book for easy replication and use, as well as a hosted version of all the code for immediate execution. Python is fast making inroads into financial modelling and derivatives analytics, and recent developments allow Python to be as fast as pure C++ or C while consisting generally of only 10% of the code lines associated with the compiled languages. This complete guide offers rare insight into the use of Python to undertake complex quantitative analyses of listed volatility and variance derivatives. Learn how to use Python for data and financial analysis, and reproduce stylised facts on volatility and variance markets Gain an understanding of the fundamental techniques of modelling volatility and variance and the model-free replication of variance Familiarise yourself with micro structure elements of the markets for listed volatility and variance derivatives Reproduce all results and graphics with IPython/Jupyter Notebooks and Python codes that accompany the book Listed Volatility and Variance Derivatives is the complete guide to Python-based quantitative analysis of these Eurex derivatives products.

AI and Financial Technology

Author : Paolo Giudici
Publisher : Frontiers Media SA
ISBN 13 : 2889633411
Total Pages : 92 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis AI and Financial Technology by : Paolo Giudici

Download or read book AI and Financial Technology written by Paolo Giudici and published by Frontiers Media SA. This book was released on 2020-01-14 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.