Measuring Financial Contagion A Copula Approach

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Financial Contagion

Author : Rob Quail
Publisher : John Wiley & Sons
ISBN 13 : 1118016521
Total Pages : 570 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Financial Contagion by : Rob Quail

Download or read book Financial Contagion written by Rob Quail and published by John Wiley & Sons. This book was released on 2011-02-09 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Financial Contagion: The Viral Threat to the Wealth of Nations covers a lot of territory. It is, of course, terribly important to analyze case histories to discover potential triggers, mechanisms of transmission, and viable ways to contain the damage of financial contagion. The problem is, as these articles amply demonstrate, that there’s always a new virus or a mutation of a former one lurking in some corner of the financial world. We don’t know what it is or where it is. And, even if we had some inkling, there’s almost never enough time to develop a financial flu shot." --SeekingAlpha.com The latest insights on financial contagion and how both nations and investors can effectively deal with it. The domino-style structure in which the financial system exists is a perilous one. Although historically, the financial system has been able to deal with major shocks, the fact remains that our financial system is not as secure as it should be. Recent years have brought about too many examples of contagion and systemic risk. That is why Financial Contagion is such an important read. In it, the serious concerns that revolve around our fragile economic system are investigated, researched, and explained. Throughout the book, Kolb offers valuable insights on this dilemma as he compiles the history of financial contagion, highlights the latest research on systemic failure and interrelated markets, and analyzes the risks and consequences we face moving forward. Examines the importance of careful regulation and what must be done to stabilize the global financial system Includes contributed chapters from both academics and experienced professionals, offering a variety of perspectives and a rich interplay of ideas Details how close we are to witnessing a financial contagion that could devastate the world economy We have been harshly reminded of how fragile our economic ecosystem is. With Financial Contagion, you'll hold a better understanding of what needs to be done to strengthen our system and safeguard our financial future.

Handbook of Financial Time Series

Author : Torben Gustav Andersen
Publisher : Springer Science & Business Media
ISBN 13 : 3540712976
Total Pages : 1045 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Handbook of Financial Time Series by : Torben Gustav Andersen

Download or read book Handbook of Financial Time Series written by Torben Gustav Andersen and published by Springer Science & Business Media. This book was released on 2009-04-21 with total page 1045 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Financial Time Series gives an up-to-date overview of the field and covers all relevant topics both from a statistical and an econometrical point of view. There are many fine contributions, and a preamble by Nobel Prize winner Robert F. Engle.

Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)

Author : Cheng Few Lee
Publisher : World Scientific
ISBN 13 : 9811202400
Total Pages : 5053 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) by : Cheng Few Lee

Download or read book Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) written by Cheng Few Lee and published by World Scientific. This book was released on 2020-07-30 with total page 5053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.

Dynamic Copulas for Finance

Author : Valentin Braun
Publisher : BoD – Books on Demand
ISBN 13 : 3844100407
Total Pages : 178 pages
Book Rating : 4.8/5 (441 download)

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Book Synopsis Dynamic Copulas for Finance by : Valentin Braun

Download or read book Dynamic Copulas for Finance written by Valentin Braun and published by BoD – Books on Demand. This book was released on 2011 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interactions of financial securities are crucial to determine possible portfolio losses. Although this fact is well understood, two questions remain: What causes changes in the dependence structure of financial assets? How can fluctuating dependencies be measured? The most common approach to identify the amplitude of financial assets' interactions are linear correlation coefficients. However, they fail to comprise shifts in the dependence structure. Alternatively, Copulas are a more flexible dependence measurement. This book focuses on the development of Dynamic Copula frameworks by implementing stochastic parameters into Archimedian and Elliptical Copula functions. In contrast to static correlation measures, the Dynamic Copulas are able to replicate unstable financial market interactions. Various Dynamic Copulas are applied to global stock, bond, commodity and exchange rate data to calculate the correlation time paths, which explain financial market reactions to economic shocks. Furthermore, the interactions of dependencies, volatility and returns are analyzed, to determine the efficiency of portfolio diversification in regards to wealth protection. Portfolio risks are estimated through Dynamic Copulas to demonstrate their abilities to replicate financial market interactions accurately. Additionally, this analysis reveals the impact of changing dependence intensities on the magnitude of possible portfolio losses. Finally, the Dynamic Copulas are utilized to allocate higher moment optimal portfolios. This examination emphasizes the effect of inaccurate correlation estimates on the portfolio choice.

Dependence Modeling with Copulas

Author : Harry Joe
Publisher : CRC Press
ISBN 13 : 1466583223
Total Pages : 483 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Dependence Modeling with Copulas by : Harry Joe

Download or read book Dependence Modeling with Copulas written by Harry Joe and published by CRC Press. This book was released on 2014-06-26 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dependence Modeling with Copulas covers the substantial advances that have taken place in the field during the last 15 years, including vine copula modeling of high-dimensional data. Vine copula models are constructed from a sequence of bivariate copulas. The book develops generalizations of vine copula models, including common and structured factor models that extend from the Gaussian assumption to copulas. It also discusses other multivariate constructions and parametric copula families that have different tail properties and presents extensive material on dependence and tail properties to assist in copula model selection. The author shows how numerical methods and algorithms for inference and simulation are important in high-dimensional copula applications. He presents the algorithms as pseudocode, illustrating their implementation for high-dimensional copula models. He also incorporates results to determine dependence and tail properties of multivariate distributions for future constructions of copula models.

Hierarchical Archimedean Copulas

Author : Jan Górecki
Publisher : Springer Nature
ISBN 13 : 3031563379
Total Pages : 128 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Hierarchical Archimedean Copulas by : Jan Górecki

Download or read book Hierarchical Archimedean Copulas written by Jan Górecki and published by Springer Nature. This book was released on with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Contributions to Static and Time-varying Copula-based Modeling of Multivariate Association

Author : Martin Ruppert
Publisher : BoD – Books on Demand
ISBN 13 : 3844101209
Total Pages : 178 pages
Book Rating : 4.8/5 (441 download)

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Book Synopsis Contributions to Static and Time-varying Copula-based Modeling of Multivariate Association by : Martin Ruppert

Download or read book Contributions to Static and Time-varying Copula-based Modeling of Multivariate Association written by Martin Ruppert and published by BoD – Books on Demand. This book was released on 2012 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Putting a particular emphasis on nonparametric methods that rely on modern empirical process techniques, the author contributes to the theory of static and time-varying stochastic models for multivariate association based on the concept of copulas. These functions enable a profound understanding of multivariate association, which is pivotal for judging whether a large set of risky assets entails diversification effects or aggravates risk from an entrepreneurial point of view. Since serial dependence is a stylized fact of financial time series, an asymptotic theory for estimating the structure of association in this context is developed under weak assumptions. A new measure of multivariate association, based on a notion of distance to stochastic independence, is introduced. Asymptotic results as well as hypothesis tests are established which are directly applicable to important types of multivariate financial time series. To ensure that risk management properly captures the current structure of association, it is crucial to assess the constancy of the structure. Therefore, nonparametric tests for a constant copula with either a specified or unspecified change point (candidate) are derived. The thesis concludes with a study of characterizations of association between non-continuous random variables.

The Effects of contagion during the Global Financial Crisis in Government Regulated And Sponsored Assets in Emerging Markets

Author : Cayón, Edgardo
Publisher : Editorial CESA
ISBN 13 : 9588722845
Total Pages : 160 pages
Book Rating : 4.5/5 (887 download)

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Book Synopsis The Effects of contagion during the Global Financial Crisis in Government Regulated And Sponsored Assets in Emerging Markets by : Cayón, Edgardo

Download or read book The Effects of contagion during the Global Financial Crisis in Government Regulated And Sponsored Assets in Emerging Markets written by Cayón, Edgardo and published by Editorial CESA. This book was released on 2015-06-30 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: The effects of financial contagion during the Global Financial Crisis (GFC) have been extensively studied in the finance literarure. One of the key issues is the devastating effect of the crisis on wealth and asset prices. However, one key difference between this crisis and other crises in the past was the resilience (immunity) or the short term effect of the crisis on emerging markets. Dooley and Hutchison (2009) were the first ones to find evidence in support of the decoupling hypothesis of emerging markets during the early phases of the crisis. Since then the hypothesis have been tested by other researchers (for recent surveys see: Beirne and Gieck, 2014; Koksal and Orhan, 2013).

Econometric Methods and Their Applications in Finance, Macro and Related Fields

Author : Kaddour Hadri
Publisher : World Scientific
ISBN 13 : 9814513474
Total Pages : 616 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Econometric Methods and Their Applications in Finance, Macro and Related Fields by : Kaddour Hadri

Download or read book Econometric Methods and Their Applications in Finance, Macro and Related Fields written by Kaddour Hadri and published by World Scientific. This book was released on 2014 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume aims at providing an outlet for some of the best papers presented at the 15th Annual Conference of the African Econometric Society, which is one of the OC chaptersOCO of the International Econometric Society. Many of these papers represent the state of the art in financial econometrics and applied econometric modeling, and some also provide useful simulations that shed light on the models'' ability to generate meaningful scenarios for forecasting and policy analysis. Contents: Financial Econometrics and International Finance: Modeling Interest Rates Using Reducible Stochastic Differential Equations: A Copula-Based Multivariate Approach (Ruijun Bu, Ludovic Giet, Kaddour Hadri and Michel Lubrano); Financial Risk Management Using Asymmetric Heavy-Tailed Distribution and Nonlinear Dependence Structures of Asset Returns Under Discontinuous Dynamics (Alaa El-Shazly); Modeling Time-Varying Dependence in the Term Structure of Interest Rates (Diaa Noureldin); Nonlinear Filtering and Market Implied Rating for a Jump-Diffusion Structural Model of Credit Risk (Alaa El-Shazly); Time-Varying Optimal Weights for International Asset Allocation in African and South Asian Markets (Dalia El-Edel); Econometric Theory and Methods: Econometric Methods for Ordered Responses: Some Recent Developments (Franco Peracchi); Which Quantile Is the Most Informative? Maximum Likelihood, Maximum Entropy and Quantile Regression (Anil K Bera, Antonio F Galvao Jr., Gabriel V Montes-Rojas, Sung Y Park); The Experimetrics of Fairness (Anna Conte and Peter Moffatt); Uniform in Bandwidth Tests of Specification for Conditional Moment Restrictions Models (Pascal Lavergne and Pierre Nguimkeu); Joint LM Test for Homoscedasticity in a Two Way Error Components Model (Eugene Kouassi, Joel Sango, J M BossonBrou and Kern O Kymn); An Approximation to the Distribution of the Pooled Estimator When the Time Series Equation Is One of a Complete System (Ghazal Amer and William Mikhail); Monetary, Labor, Environmental and Other Econometric Applications: Monetary Policy and the Role of the Exchange Rate in Egypt (Tarek Morsi and Mai El-Mossallamy); International Migration, Remittances and Household Poverty Status in Egypt (Rania Roushdy, Ragui Assaad and Ali Rashed); Determinants of Job Quality and Wages of the Working Poor: Evidence From 1998OCo2006 Egypt Labor Market Panel Survey (Mona Said); A Contract-Theoretic Model of Conservation Agreements (Heidi Gjertsen, Theodore Groves, David A Miller, Eduard Niesten, Dale Squires and Joel Watson); Household Environment and Child Health in Egypt (Mahmoud Hailat and Franco Peracchi); Modeling the Relationship between Natural Resource Abundance, Economic Growth, and the Environment: A Cross-Country Study (Hala Abou-Ali and Yasmine M Abdelfattah); Global Cement Industry: Competitive and Institutional Frameworks (Tarek H Selim and Ahmed S Salem); On the Occurrence of Ponzi Schemes in Presence of Credit Restrictions Penalizing Default (Abdelkrim Seghir); Is Targeted Advertising Always Beneficial? (Nada Ben Elhadj-Ben Brahim, Rim Lahmandi-Ayed and Didier Laussel). Readership: Graduate students and researchers in the fields of econometrics, economic theory, applied econometrics.

Recent Advances and Applications in Alternative Investments

Author : Zopounidis, Constantin
Publisher : IGI Global
ISBN 13 : 1799824381
Total Pages : 385 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Recent Advances and Applications in Alternative Investments by : Zopounidis, Constantin

Download or read book Recent Advances and Applications in Alternative Investments written by Zopounidis, Constantin and published by IGI Global. This book was released on 2020-02-07 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, there has been a swell of investment opportunities in contemporary asset classes that have gained considerable attention, including cryptocurrencies, hedge funds, and private equity. These alternative investments provide the opportunity to enhance the diversification of financial portfolios and harvest risk premiums that traditional assets like stocks and bonds fail to provide. The emergence of these new properties has created the need to further understand the mechanics, risks, and returns of alternative investments. Recent Advances and Applications in Alternative Investments is a pivotal reference source that provides vital research on the emergence and development of complementary asset classes in the field of finance and investment. While highlighting topics such as carbon emission markets, renewable energy, and digital currencies, this publication explores modern investment strategies as well as the latest products and new types of risk. This book is ideally designed for managers, strategists, accountants, financial professionals, economists, brokers, investors, business practitioners, policymakers, researchers, and academicians seeking current research on contemporary developments in investment strategies and alternative assets.

Economic Time Series

Author : William R. Bell
Publisher : CRC Press
ISBN 13 : 1439846588
Total Pages : 544 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Economic Time Series by : William R. Bell

Download or read book Economic Time Series written by William R. Bell and published by CRC Press. This book was released on 2018-11-14 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic Time Series: Modeling and Seasonality is a focused resource on analysis of economic time series as pertains to modeling and seasonality, presenting cutting-edge research that would otherwise be scattered throughout diverse peer-reviewed journals. This compilation of 21 chapters showcases the cross-fertilization between the fields of time s

Proceedings of the 2022 International Conference on Economics, Smart Finance and Contemporary Trade (ESFCT 2022)

Author : Faruk Balli
Publisher : Springer Nature
ISBN 13 : 9464630523
Total Pages : 1691 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis Proceedings of the 2022 International Conference on Economics, Smart Finance and Contemporary Trade (ESFCT 2022) by : Faruk Balli

Download or read book Proceedings of the 2022 International Conference on Economics, Smart Finance and Contemporary Trade (ESFCT 2022) written by Faruk Balli and published by Springer Nature. This book was released on 2022-12-28 with total page 1691 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. As a leading role in the global megatrend of scientific innovation, China has been creating a more and more open environment for scientific innovation, increasing the depth and breadth of academic cooperation, and building a community of innovation that benefits all. Such endeavors are making new contributions to the globalization and creating a community of shared future. To adapt to this changing world and China's fast development in the new era, The 2022 International Conference on Economics, Smart Finance and Contemporary Trade to be held in July 2022. This conference takes "bringing together global wisdom in scientific innovation to promote high-quality development" as the theme and focuses on cutting-edge research fields including Economics, Smart Finance and Contemporary Trade. This conference aims to boost development of the Greater Bay Area, expand channels of international academic exchange in science and technology, build a sharing platform of academic resources, promote scientific innovation on the global scale, strengthen academic cooperation between China and the outside world, enhance development of new energy and materials and IT, AI, and biomedicine industries. It also aims to encourage exchange of information on frontiers of research in different areas, connect the most advanced academic resources in China and the world, turn research results into industrial solutions, and bring together talents, technologies and capital to boost development.

Multivariate Models and Multivariate Dependence Concepts

Author : Harry Joe
Publisher : CRC Press
ISBN 13 : 9780412073311
Total Pages : 422 pages
Book Rating : 4.0/5 (733 download)

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Book Synopsis Multivariate Models and Multivariate Dependence Concepts by : Harry Joe

Download or read book Multivariate Models and Multivariate Dependence Concepts written by Harry Joe and published by CRC Press. This book was released on 1997-05-01 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book on multivariate models, statistical inference, and data analysis contains deep coverage of multivariate non-normal distributions for modeling of binary, count, ordinal, and extreme value response data. It is virtually self-contained, and includes many exercises and unsolved problems.

Transmission of Financial Crises and Contagion:

Author : Mardi Dungey
Publisher : Oxford University Press
ISBN 13 : 0199842604
Total Pages : 232 pages
Book Rating : 4.1/5 (998 download)

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Book Synopsis Transmission of Financial Crises and Contagion: by : Mardi Dungey

Download or read book Transmission of Financial Crises and Contagion: written by Mardi Dungey and published by Oxford University Press. This book was released on 2011-01-07 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial crises often transmit across geographical borders and different asset classes. Modeling these interactions is empirically challenging, and many of the proposed methods give different results when applied to the same data sets. In this book the authors set out their work on a general framework for modeling the transmission of financial crises using latent factor models. They show how their framework encompasses a number of other empirical contagion models and why the results between the models differ. The book builds a framework which begins from considering contagion in the bond markets during 1997-1998 across a number of countries, and culminates in a model which encompasses multiple assets across multiple countries through over a decade of crisis events from East Asia in 1997-1998 to the sub prime crisis during 2008. Program code to support implementation of similar models is available.

Essays in Nonlinear Time Series Econometrics

Author : Niels Haldrup
Publisher : OUP Oxford
ISBN 13 : 0191669547
Total Pages : 393 pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis Essays in Nonlinear Time Series Econometrics by : Niels Haldrup

Download or read book Essays in Nonlinear Time Series Econometrics written by Niels Haldrup and published by OUP Oxford. This book was released on 2014-06-26 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited collection concerns nonlinear economic relations that involve time. It is divided into four broad themes that all reflect the work and methodology of Professor Timo Teräsvirta, one of the leading scholars in the field of nonlinear time series econometrics. The themes are: Testing for linearity and functional form, specification testing and estimation of nonlinear time series models in the form of smooth transition models, model selection and econometric methodology, and finally applications within the area of financial econometrics. All these research fields include contributions that represent state of the art in econometrics such as testing for neglected nonlinearity in neural network models, time-varying GARCH and smooth transition models, STAR models and common factors in volatility modeling, semi-automatic general to specific model selection for nonlinear dynamic models, high-dimensional data analysis for parametric and semi-parametric regression models with dependent data, commodity price modeling, financial analysts earnings forecasts based on asymmetric loss function, local Gaussian correlation and dependence for asymmetric return dependence, and the use of bootstrap aggregation to improve forecast accuracy. Each chapter represents original scholarly work, and reflects the intellectual impact that Timo Teräsvirta has had and will continue to have, on the profession.

Handbook of Economic Forecasting

Author : Graham Elliott
Publisher : Elsevier
ISBN 13 : 0444627413
Total Pages : 1386 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Handbook of Economic Forecasting by : Graham Elliott

Download or read book Handbook of Economic Forecasting written by Graham Elliott and published by Elsevier. This book was released on 2013-10-24 with total page 1386 pages. Available in PDF, EPUB and Kindle. Book excerpt: The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. - Focuses on innovation in economic forecasting via industry applications - Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications - Makes details about economic forecasting accessible to scholars in fields outside economics

Heavy Tails and Copulas

Author : Rustam Ibragimov
Publisher :
ISBN 13 : 9789814689809
Total Pages : 303 pages
Book Rating : 4.6/5 (898 download)

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Book Synopsis Heavy Tails and Copulas by : Rustam Ibragimov

Download or read book Heavy Tails and Copulas written by Rustam Ibragimov and published by . This book was released on 2017 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book offers a unified approach to the study of crises, large fluctuations, dependence and contagion effects in economics and finance. It covers important topics in statistical modeling and estimation, which combine the notions of copulas and heavy tails — two particularly valuable tools of today's research in economics, finance, econometrics and other fields — in order to provide a new way of thinking about such vital problems as diversification of risk and propagation of crises through financial markets due to contagion phenomena, among others. The aim is to arm today's economists with a toolbox suited for analyzing multivariate data with many outliers and with arbitrary dependence patterns. The methods and topics discussed and used in the book include, in particular, majorization theory, heavy-tailed distributions and copula functions — all applied to study robustness of economic, financial and statistical models, and estimation methods to heavy tails and dependence."--Publisher's website.