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Testing For Contagion Mean And Volatility Contagion
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Book Synopsis Testing for Contagion - Mean and Volatility Contagion by : Dirk G. Baur
Download or read book Testing for Contagion - Mean and Volatility Contagion written by Dirk G. Baur and published by . This book was released on 2006 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Contagion tests that are based on the correlation coefficient assume constant correlations and symmetric impacts of shocks. Moreover, they neglect volatility as a potential factor of contagion. We show that such tests can be misleading when correlations are time-varying and volatility is contagious per se. We propose a new test that is based on a regression model that eliminates the shortcomings of these tests and differentiates between mean contagion and volatility contagion in an asymmetric way. Empirical results for 11 Asian stock markets show that there is mean and volatility contagion in the Asian crisis.
Book Synopsis International Financial Contagion by : Stijn Claessens
Download or read book International Financial Contagion written by Stijn Claessens and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: No sooner had the Asian crisis broken out in 1997 than the witch-hunt started. With great indignation every Asian economy pointed fingers. They were innocent bystanders. The fundamental reason for the crisis was this or that - most prominently contagion - but also the decline in exports of the new commodities (high-tech goods), the steep rise of the dollar, speculators, etc. The prominent question, of course, is whether contagion could really have been the key factor and, if so, what are the channels and mechanisms through which it operated in such a powerful manner. The question is obvious because until 1997, Asia's economies were generally believed to be immensely successful, stable and well managed. This question is of great importance not only in understanding just what happened, but also in shaping policies. In a world of pure contagion, i.e. when innocent bystanders are caught up and trampled by events not of their making and when consequences go far beyond ordinary international shocks, countries will need to look for better protective policies in the future. In such a world, the international financial system will need to change in order to offer better preventive and reactive policy measures to help avoid, or at least contain, financial crises.
Book Synopsis Preventing Currency Crises in Emerging Markets by : Sebastian Edwards
Download or read book Preventing Currency Crises in Emerging Markets written by Sebastian Edwards and published by University of Chicago Press. This book was released on 2002-11-15 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economists and policymakers are still trying to understand the lessons recent financial crises in Asia and other emerging market countries hold for the future of the global financial system. In this timely and important volume, distinguished academics, officials in multilateral organizations, and public and private sector economists explore the causes of and effective policy responses to international currency crises. Topics covered include exchange rate regimes, contagion (transmission of currency crises across countries), the current account of the balance of payments, the role of private sector investors and of speculators, the reaction of the official sector (including the multilaterals), capital controls, bank supervision and weaknesses, and the roles of cronyism, corruption, and large players (including hedge funds). Ably balancing detailed case studies, cross-country comparisons, and theoretical concerns, this book will make a major contribution to ongoing efforts to understand and prevent international currency crises.
Book Synopsis Extremal Dependence Tests for Contagion by : Renee Fry-McKibbin
Download or read book Extremal Dependence Tests for Contagion written by Renee Fry-McKibbin and published by . This book was released on 2015 with total page 53 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new test for financial market contagion based on changes in extremal dependence defined as co-kurtosis and co-volatility is developed to identify the propagation mechanism of shocks across international financial markets. The proposed approach captures changes in various aspects of the asset return relationships such as cross-market mean and skewness (co-kurtosis) as well as cross-market volatilities (co-volatility). Monte Carlo experiments show that the tests perform well except for when crisis periods are short in duration. Small crisis sample critical values are calculated for use in this case. In an empirical application involving the global financial crisis of 2008-09, the results show that significant contagion effects are widespread from the US banking sector to global equity markets and banking sectors through either the co-kurtosis or the co-volatility channels, reinforcing that higher order moments matter during crises.
Book Synopsis Research on Volatility and Contagion Effect in Stock Market by : Dexiang Mei
Download or read book Research on Volatility and Contagion Effect in Stock Market written by Dexiang Mei and published by Scientific Research Publishing, Inc. USA. This book was released on 2020-12-06 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volatility has been one of the cores of the financial theory research, in addition to the stock markets is an important part of modern financial markets. Research on volatility and contagion effect in stock market is an important part of the theory of financial markets research. This book in-cludes the following four parts.
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.
Book Synopsis New Approaches of Testing for Financial Market Crisis and Contagion by : Yu-Ling Cody Hsiao
Download or read book New Approaches of Testing for Financial Market Crisis and Contagion written by Yu-Ling Cody Hsiao and published by . This book was released on 2014 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis consists of four chapters that focus on the development of new statistical frameworks or tests of financial market crisis and contagion. A new test for financial market contagion based on changes in the fourth order co-moments is proposed in chapter 2 to identify the propagation mechanism of shocks across international financial markets. The proposed approach captures changes in various aspects of the asset return relationships such as cross-market mean and skewness (co-kurtosis) as well as cross-market volatilities (co-volatility). In an empirical application involving the global financial crisis of 2008-09, the results show that significant contagion effects are widespread from the US banking sector to global equity markets and banking sectors through either the co-kurtosis or the co-volatility channel. Chapter 3 analyses nine financial crises from Asia in 1997-98 to the recent European debt crisis of 2010-13 to answer the question of whether the great recession is different to other crises in terms of a range of hypotheses regarding contagion transmission. This chapter examines financial contagion with a focus on the correlation and co-skewness change tests, and the proposed co-volatility change test in chapter 2 to capture changes in the various aspects of the asset return relationships. The empirical results indicate that the great recession and European debt crisis are truly global financial crises. Linkages through financial channels are more likely to result in crisis transmission than through trade, and crises beginning emerging markets transmit unexpectedly, particularly to developed markets. Chapter 4 introduces a new class of multiple-channel tests of financial market contagion in which the transmission channels of financial market crises are identified jointly through the correlation, co-skewness and co-kurtosis of the distribution of returns. The proposed tests yield the correct size in small samples which is typical of crisis periods. Regarding the power of the tests, the multiple-channel tests display the second highest power following the single-channel tests if the data generating process for an experiment contains the transmission channel of contagion consistent with the single-channel test. In an empirical application involving the three financial crises of 2007-12, the results show that the joint tests identify various combinations of transmission channels. Chapter 5 introduces new framework for testing for crisis and contagion using a regime switching skew-normal model (RSSN model). This new approach provides a more general framework for developing five types of crisis and contagion channels simultaneously. Measuring financial contagion within the RSSN model can solve several econometric problems. These are i) market dependence is fully captured by simultaneously considering both second and third order co-moments of asset returns; ii) transmission channels are simultaneously examined; iii) crisis and contagion are distinguished and individually modelled; iv) the market that a crisis originates is endogenous; and v) the timing of a crisis is endogenous. By applying the proposed model to equity markets during the great recession using Bayesian model comparison techniques, the results generally show that crisis and contagion are pervasive across Europe and the US through the second and third moment channels during the great recession.
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.
Book Synopsis Volatility Transmission between the Oil and Stock Markets by : Fidel Farias
Download or read book Volatility Transmission between the Oil and Stock Markets written by Fidel Farias and published by GRIN Verlag. This book was released on 2016-07-11 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diploma Thesis from the year 2010 in the subject Economics - Finance, grade: 1,3, University of Potsdam (Makroökonomische Theorie und Politik), language: English, abstract: Besonders in jüngster Zeit kommt der Analyse von Ölpreisvolatilität aus volkswirtschaftlicher Sicht eine bedeutende Rolle zu. Gegenwärtig werden bestimmte Rohstoffe wie Rohöl als relevante Anlageinstrumenten von Investoren benutzt, um sich gegen Risiken an den Finanzmärkten abzusichern. Diese Diplomarbeit beschäftigt sich mit der Berechnung von Ölpreisvolatilität in der Zeitperiode von Januar 2002 bis Juli 2009. Dabei werden Berechnungen von Ölpreisvolatilität während der Finanzkrise im Jahre 2008 untersucht. Diese Finanzkrise hat sich tiefgreifend auf die Entwicklung der Preise von Kapital- und Finanzgütern ausgewirkt. Dabei weisen die exzessiven gemessenen Werte von Preisvolatilität während der Finanzkrise auf eine strukturelle Veränderung der Preisbildung von Kapital- und Finanzgütern an den Kapital- und Finanzmärkten hin. Interessanterweise lassen sich bei der Analyse von Ölpreisvolatilität bedeutende Fakten feststellen, deren Existenz die gegenwärtig verwendeten statistischen Modelle, die sich mit der Messung von Preisvolatilität befassen, in künftigen Arbeiten komplementieren könnten. Im Rahmen dieser Diplomarbeit werden fünf wichtige statistische Modelle analysiert: ARCH, GARCH, BEKK-GARCH und Markov-switching Modell. Dazu wird aus den Ölpreisdaten der letzten 8 Jahre die tägliche Preisvolatilität berechnet, um mögliche Relationen zwischen der Volatilität am Ölmarkt und der Volatilität am Finanzmarkt zu untersuchen. Dabei werden diese implementierten Verfahren auf ihre Gültigkeit in Berechnung und Vorhersage von plötzlichen Preisveränderungen untersucht. Insbesondere wird darauf eingegangen unter welchen Bedingungen die Verfahrensergebnisse als zuverlässig gelten. Diese Diplomarbeit wurde im Rahmen eines Forschungspraktikums bei der Organisation erdölexportierender Länder (OPEC) in Wien, Österreich unter Betreuung des Lehrstuhls für Wirtschaftstheorie der Universität Potsdam, fertiggestellt
Book Synopsis The Artificial Intelligence Contagion by : David Barnhizer
Download or read book The Artificial Intelligence Contagion written by David Barnhizer and published by SCB Distributors. This book was released on 2019-05-01 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence/Robotics: Have we opened a Pandora's Box? As AI/robotics eliminates jobs across the spectrum, governmental revenues will plummet while the debt increases dramatically. This crisis of limited resources on all levels—underfunded or non-existent pensions, health problems, lack of savings, and job destruction without comparable job creation—will drive many into homelessness and produce a dramatic rise in violence as we fight over shrinking resources. “Ambitious, deeply researched, and far reaching in its scope and conclusions, Contagion is actually several books in one. Its summary of what AI is and will likely become is a standalone revelation. It also offers a critique of socio-economic ripple effects that verge on dystopian, and essays and “case studies” of specific sectors or regions, notably a chapter on China’s fusion of AI and social control.” JEFF LONG, New York Times Best-selling Author “A sobering look at the far-reaching impact that artificial intelligence may have on the economy, the workforce, democracy and all of humanity. The Artificial Intelligence Contagion is a bellwether for anyone seeking to comprehend the global disruption coming our way.” —DAVID COOPER, President and Technologist , Massive Designs “We see in the rush to develop AI the arrogance of the human species. Often buried by the exuberance over what AI might do is the massive dislocation it can cause. David and Daniel Barnhizer masterfully lead us through the societal challenges AI poses and offer possible solutions that will enable us to survive the AI contagion.” —KENNETH A. GRADY, Member, Advisory Boards, Elevate Services, Inc., MDR Lab, and LARI Ltd. This may be "the scariest book ever".
Book Synopsis Cross-Border Interbank Contagion Risk Analysis by : Roman Matousek
Download or read book Cross-Border Interbank Contagion Risk Analysis written by Roman Matousek and published by Cambridge University Press. This book was released on 2020-07-30 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element provides a detailed overview of the structural changes in the Asia-Pacific region from the early 2000s onwards. It reviews the most relevant literature on this important topic. The following two research areas are explored: first, by deploying visual network analysis (VNA), we analyse cross-border interbank claims and liabilities of the individual countries located in the Asia-Pacific region. Such an analysis evaluates interbank exposures to systematically important banks within the specific market. The important advantage of VNA is that it allows us to examine the 'hierarchical' cross-country interbank contagion risk that seems to have been neglected in similar studies. Secondly, we evaluate the contagion risk to the individual countries spreading from the financial centres in Hong Kong, Singapore, Tokyo, New York and London. The analysis unveils links and statistical factors that could be used as a key tool for detecting the potential triggers of systemic risk.
Book Synopsis Disease Control Priorities, Third Edition (Volume 6) by : King K. Holmes
Download or read book Disease Control Priorities, Third Edition (Volume 6) written by King K. Holmes and published by World Bank Publications. This book was released on 2017-11-06 with total page 1027 pages. Available in PDF, EPUB and Kindle. Book excerpt: Infectious diseases are the leading cause of death globally, particularly among children and young adults. The spread of new pathogens and the threat of antimicrobial resistance pose particular challenges in combating these diseases. Major Infectious Diseases identifies feasible, cost-effective packages of interventions and strategies across delivery platforms to prevent and treat HIV/AIDS, other sexually transmitted infections, tuberculosis, malaria, adult febrile illness, viral hepatitis, and neglected tropical diseases. The volume emphasizes the need to effectively address emerging antimicrobial resistance, strengthen health systems, and increase access to care. The attainable goals are to reduce incidence, develop innovative approaches, and optimize existing tools in resource-constrained settings.
Book Synopsis Portfolio Diversification, Leverage, and Financial Contagion by : Mr.Garry J. Schinasi
Download or read book Portfolio Diversification, Leverage, and Financial Contagion written by Mr.Garry J. Schinasi and published by International Monetary Fund. This book was released on 1999-10-01 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: Models of “contagion” rely on market imperfections to explain why adverse shocks in one asset market might be associated with asset sales in many unrelated markets. This paper demonstrates that contagion can be explained with basic portfolio theory without recourse to market imperfections. It also demonstrates that “Value-at-Risk” portfolio management rules do not have significantly different consequences for portfolio rebalancing and contagion than other rules. The paper’s main conclusion is that portfolio diversification and leverage may be sufficient to explain why investors would find it optimal to sell many higher-risk assets when a shock to one asset occurs.
Book Synopsis A New Heuristic Measure of Fragility and Tail Risks by : Mr.Nassim N. Taleb
Download or read book A New Heuristic Measure of Fragility and Tail Risks written by Mr.Nassim N. Taleb and published by International Monetary Fund. This book was released on 2012-08-01 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a simple heuristic measure of tail risk, which is applied to individual bank stress tests and to public debt. Stress testing can be seen as a first order test of the level of potential negative outcomes in response to tail shocks. However, the results of stress testing can be misleading in the presence of model error and the uncertainty attending parameters and their estimation. The heuristic can be seen as a second order stress test to detect nonlinearities in the tails that can lead to fragility, i.e., provide additional information on the robustness of stress tests. It also shows how the measure can be used to assess the robustness of public debt forecasts, an important issue in many countries. The heuristic measure outlined here can be used in a variety of situations to ascertain an ordinal ranking of fragility to tail risks.
Book Synopsis The Evidence and Impact of Financial Globalization by :
Download or read book The Evidence and Impact of Financial Globalization written by and published by Academic Press. This book was released on 2012-12-31 with total page 807 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sharp realities of financial globalization become clear during crises, when winners and losers emerge. Crises usher in short- and long-term changes to the status quo, and everyone agrees that learning from crises is a top priority. The Evidence and Impact of Financial Globalization devotes separate articles to specific crises, the conditions that cause them, and the longstanding arrangements devised to address them. While other books and journal articles treat these subjects in isolation, this volume presents a wide-ranging, consistent, yet varied specificity. Substantial, authoritative, and useful, these articles provide material unavailable elsewhere. Substantial articles by top scholars sets this volume apart from other information sources Rapidly developing subjects will interest readers well into the future Reader demand and lack of competitors underline the high value of these reference works
Book Synopsis Financial and Macroeconomic Connectedness by : Francis X. Diebold
Download or read book Financial and Macroeconomic Connectedness written by Francis X. Diebold and published by Oxford University Press. This book was released on 2015-02-03 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connections among different assets, asset classes, portfolios, and the stocks of individual institutions are critical in examining financial markets. Interest in financial markets implies interest in underlying macroeconomic fundamentals. In Financial and Macroeconomic Connectedness, Frank Diebold and Kamil Yilmaz propose a simple framework for defining, measuring, and monitoring connectedness, which is central to finance and macroeconomics. These measures of connectedness are theoretically rigorous yet empirically relevant. The approach to connectedness proposed by the authors is intimately related to the familiar econometric notion of variance decomposition. The full set of variance decompositions from vector auto-regressions produces the core of the 'connectedness table.' The connectedness table makes clear how one can begin with the most disaggregated pair-wise directional connectedness measures and aggregate them in various ways to obtain total connectedness measures. The authors also show that variance decompositions define weighted, directed networks, so that these proposed connectedness measures are intimately related to key measures of connectedness used in the network literature. After describing their methods in the first part of the book, the authors proceed to characterize daily return and volatility connectedness across major asset (stock, bond, foreign exchange and commodity) markets as well as the financial institutions within the U.S. and across countries since late 1990s. These specific measures of volatility connectedness show that stock markets played a critical role in spreading the volatility shocks from the U.S. to other countries. Furthermore, while the return connectedness across stock markets increased gradually over time the volatility connectedness measures were subject to significant jumps during major crisis events. This book examines not only financial connectedness, but also real fundamental connectedness. In particular, the authors show that global business cycle connectedness is economically significant and time-varying, that the U.S. has disproportionately high connectedness to others, and that pairwise country connectedness is inversely related to bilateral trade surpluses.
Book Synopsis Emerging Markets and the Global Economy by : Mohammed El Hedi Arouri
Download or read book Emerging Markets and the Global Economy written by Mohammed El Hedi Arouri and published by Academic Press. This book was released on 2013-12-26 with total page 927 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emerging Markets and the Global Economy investigates analytical techniques suited to emerging market economies, which are typically prone to policy shocks. Despite the large body of emerging market finance literature, their underlying dynamics and interactions with other economies remain challenging and mysterious because standard financial models measure them imprecisely. Describing the linkages between emerging and developed markets, this collection systematically explores several crucial issues in asset valuation and risk management. Contributors present new theoretical constructions and empirical methods for handling cross-country volatility and sudden regime shifts. Usually attractive for investors because of the superior growth they can deliver, emerging markets can have a low correlation with developed markets. This collection advances your knowledge about their inherent characteristics. Foreword by Ali M. Kutan Concentrates on post-crisis roles of emerging markets in the global economy Reports on key theoretical and technical developments in emerging financial markets Forecasts future developments in linkages among developed and emerging economies
