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Contagion Phenomena With Applications In Finance

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Contagion Phenomena with Applications in Finance

Contagion Phenomena with Applications in Finance Book
Author : Serge Darolles,Christian Gourieroux
Publisher : Elsevier
Release : 2015-08-26
ISBN : 0081004788
Language : En, Es, Fr & De

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Book Description :

Much research into financial contagion and systematic risks has been motivated by the finding that cross-market correlations (resp. coexceedances) between asset returns increase significantly during crisis periods. Is this increase due to an exogenous shock common to all markets (interdependence) or due to certain types of transmission of shocks between markets (contagion)? Darolles and Gourieroux explain that an attempt to convey contagion and causality in a static framework can be flawed due to identification problems; they provide a more precise definition of the notion of shock to strengthen the solution within a dynamic framework. This book covers the standard practice for defining shocks in SVAR models, impulse response functions, identitification issues, static and dynamic models, leading to the challenges of measurement of systematic risk and contagion, with interpretations of hedge fund survival and market liquidity risks Features the standard practice of defining shocks to models to help you to define impulse response and dynamic consequences Shows that identification of shocks can be solved in a dynamic framework, even within a linear perspective Helps you to apply the models to portfolio management, risk monitoring, and the analysis of financial stability

Propagation Phenomena in Real World Networks

Propagation Phenomena in Real World Networks Book
Author : Dariusz Król,Damien Fay,Bogdan Gabryś
Publisher : Springer
Release : 2015-03-19
ISBN : 331915916X
Language : En, Es, Fr & De

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Book Description :

“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.”

Simulation in Computational Finance and Economics Tools and Emerging Applications

Simulation in Computational Finance and Economics  Tools and Emerging Applications Book
Author : Alexandrova-Kabadjova, Biliana
Publisher : IGI Global
Release : 2012-08-31
ISBN : 1466620129
Language : En, Es, Fr & De

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Book Description :

Simulation has become a tool difficult to substitute in many scientific areas like manufacturing, medicine, telecommunications, games, etc. Finance is one of such areas where simulation is a commonly used tool; for example, we can find Monte Carlo simulation in many financial applications like market risk analysis, portfolio optimization, credit risk related applications, etc. Simulation in Computational Finance and Economics: Tools and Emerging Applications presents a thorough collection of works, covering several rich and highly productive areas of research including Risk Management, Agent-Based Simulation, and Payment Methods and Systems, topics that have found new motivations after the strong recession experienced in the last few years. Despite the fact that simulation is widely accepted as a prominent tool, dealing with a simulation-based project requires specific management abilities of the researchers. Economic researchers will find an excellent reference to introduce them to the computational simulation models. The works presented in this book can be used as an inspiration for economic researchers interested in creating their own computational models in their respective fields.

Handbook of Research Methods and Applications in Empirical Finance

Handbook of Research Methods and Applications in Empirical Finance Book
Author : Adrian R. Bell,Chris Brooks,Marcel Prokopczuk
Publisher : Edward Elgar Publishing
Release : 2013-01-01
ISBN : 0857936093
Language : En, Es, Fr & De

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Book Description :

This impressive Handbook presents the quantitative techniques that are commonly employed in empirical finance research together with real-world, state-of-the-art research examples. Written by international experts in their field, the unique approach describes a question or issue in finance and then demonstrates the methodologies that may be used to solve it. All of the techniques described are used to address real problems rather than being presented for their own sake, and the areas of application have been carefully selected so that a broad range of methodological approaches can be covered. The Handbook is aimed primarily at doctoral researchers and academics who are engaged in conducting original empirical research in finance. In addition, the book will be useful to researchers in the financial markets and also advanced Masters-level students who are writing dissertations.

Copulae and Multivariate Probability Distributions in Finance

Copulae and Multivariate Probability Distributions in Finance Book
Author : Alexandra Dias,Mark Salmon,Chris Adcock
Publisher : Routledge
Release : 2013-08-21
ISBN : 1317976916
Language : En, Es, Fr & De

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Book Description :

Portfolio theory and much of asset pricing, as well as many empirical applications, depend on the use of multivariate probability distributions to describe asset returns. Traditionally, this has meant the multivariate normal (or Gaussian) distribution. More recently, theoretical and empirical work in financial economics has employed the multivariate Student (and other) distributions which are members of the elliptically symmetric class. There is also a growing body of work which is based on skew-elliptical distributions. These probability models all exhibit the property that the marginal distributions differ only by location and scale parameters or are restrictive in other respects. Very often, such models are not supported by the empirical evidence that the marginal distributions of asset returns can differ markedly. Copula theory is a branch of statistics which provides powerful methods to overcome these shortcomings. This book provides a synthesis of the latest research in the area of copulae as applied to finance and related subjects such as insurance. Multivariate non-Gaussian dependence is a fact of life for many problems in financial econometrics. This book describes the state of the art in tools required to deal with these observed features of financial data. This book was originally published as a special issue of the European Journal of Finance.

Research on Volatility and Contagion Effect in Stock Market

Research on Volatility and Contagion Effect in Stock Market Book
Author : Dexiang Mei,Wang Chen,Yunyun Sun
Publisher : Scientific Research Publishing, Inc. USA
Release : 2020-12-06
ISBN : 1649970536
Language : En, Es, Fr & De

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Book Description :

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.

Mathematical and Statistical Methods for Actuarial Sciences and Finance

Mathematical and Statistical Methods for Actuarial Sciences and Finance Book
Author : Cira Perna,Marilena Sibillo
Publisher : Springer Science & Business Media
Release : 2011-10-06
ISBN : 8847023416
Language : En, Es, Fr & De

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Book Description :

The book develops the capabilities arising from the cooperation between mathematicians and statisticians working in insurance and finance fields. It gathers some of the papers presented at the conference MAF2010, held in Ravello (Amalfi coast), and successively, after a reviewing process, worked out to this aim.

Research Foundation Review 2015

Research Foundation Review 2015 Book
Author : Anonim
Publisher : CFA Institute Research Foundation
Release : 2016-03-15
ISBN : 1934667986
Language : En, Es, Fr & De

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Book Description :

The Research Foundation Review 2015 summarizes the offerings from the CFA Institute Research Foundation over the past year—monographs, literature reviews, workshop presentations, and other relevant material.

Financial Data Analytics

Financial Data Analytics Book
Author : Sinem Derindere Köseoğlu
Publisher : Springer Nature
Release : 2022-05-27
ISBN : 3030837998
Language : En, Es, Fr & De

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Book Description :

​This book presents both theory of financial data analytics, as well as comprehensive insights into the application of financial data analytics techniques in real financial world situations. It offers solutions on how to logically analyze the enormous amount of structured and unstructured data generated every moment in the finance sector. This data can be used by companies, organizations, and investors to create strategies, as the finance sector rapidly moves towards data-driven optimization. This book provides an efficient resource, addressing all applications of data analytics in the finance sector. International experts from around the globe cover the most important subjects in finance, including data processing, knowledge management, machine learning models, data modeling, visualization, optimization for financial problems, financial econometrics, financial time series analysis, project management, and decision making. The authors provide empirical evidence as examples of specific topics. By combining both applications and theory, the book offers a holistic approach. Therefore, it is a must-read for researchers and scholars of financial economics and finance, as well as practitioners interested in a better understanding of financial data analytics.

Mathematical and Statistical Models and Methods in Reliability

Mathematical and Statistical Models and Methods in Reliability Book
Author : V.V. Rykov,N. Balakrishnan,M.S. Nikulin
Publisher : Springer Science & Business Media
Release : 2010-11-02
ISBN : 9780817649715
Language : En, Es, Fr & De

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Book Description :

The book is a selection of invited chapters, all of which deal with various aspects of mathematical and statistical models and methods in reliability. Written by renowned experts in the field of reliability, the contributions cover a wide range of applications, reflecting recent developments in areas such as survival analysis, aging, lifetime data analysis, artificial intelligence, medicine, carcinogenesis studies, nuclear power, financial modeling, aircraft engineering, quality control, and transportation. Mathematical and Statistical Models and Methods in Reliability is an excellent reference text for researchers and practitioners in applied probability and statistics, industrial statistics, engineering, medicine, finance, transportation, the oil and gas industry, and artificial intelligence.

Banking and Finance Issues in Emerging Markets

Banking and Finance Issues in Emerging Markets Book
Author : William A. Barnett,Bruno S. Sergi
Publisher : Emerald Group Publishing
Release : 2018-10-04
ISBN : 1787564541
Language : En, Es, Fr & De

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Book Description :

This book features technical portrayals of today’s constantly developing banking issues; including stock market contagion, the impact of internet technology (IT) and financial innovation on stock markets, and a perspective on the loan puzzle in emerging markets.

Risk Based and Factor Investing

Risk Based and Factor Investing Book
Author : Emmanuel Jurczenko
Publisher : Elsevier
Release : 2015-11-24
ISBN : 0081008112
Language : En, Es, Fr & De

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Book Description :

This book is a compilation of recent articles written by leading academics and practitioners in the area of risk-based and factor investing (RBFI). The articles are intended to introduce readers to some of the latest, cutting edge research encountered by academics and professionals dealing with RBFI solutions. Together the authors detail both alternative non-return based portfolio construction techniques and investing style risk premia strategies. Each chapter deals with new methods of building strategic and tactical risk-based portfolios, constructing and combining systematic factor strategies and assessing the related rules-based investment performances. This book can assist portfolio managers, asset owners, consultants, academics and students who wish to further their understanding of the science and art of risk-based and factor investing. Contains up-to-date research from the areas of RBFI Features contributions from leading academics and practitioners in this field Features discussions of new methods of building strategic and tactical risk-based portfolios for practitioners, academics and students

International Financial Contagion

International Financial Contagion Book
Author : Stijn Claessens,Kirsten Forbes
Publisher : Springer Science & Business Media
Release : 2013-04-17
ISBN : 1475733143
Language : En, Es, Fr & De

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Book Description :

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.

Stress testing the Banking System

Stress testing the Banking System Book
Author : Mario Quagliariello
Publisher : Cambridge University Press
Release : 2009-10-15
ISBN : 1139482831
Language : En, Es, Fr & De

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Book Description :

Stress tests are used in risk management by banks in order to determine how certain crisis scenarios would affect the value of their portfolios, and by public authorities for financial stability purposes. Until the first half of 2007, interest in stress-testing was largely restricted to practitioners. Since then, the global financial system has been hit by deep turbulences, including the fallout from sub-prime mortgage lending. Many observers have pointed out that the severity of the crisis has been largely due to its unexpected nature and have claimed that a more extensive use of stress-testing methodologies would have helped to alleviate the repercussions of the crisis. This book analyses the theoretical underpinnings, as well as the practical aspects, of applying such methodologies. Building on the experience gained by the economists of many national and international financial authorities, it provides an updated toolkit for both practitioners and academics.

Missing Data Methods

Missing Data Methods Book
Author : David M. Drukker
Publisher : Emerald Group Publishing
Release : 2011-11-30
ISBN : 1780525273
Language : En, Es, Fr & De

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Book Description :

Part of the "Advances in Econometrics" series, this title contains chapters covering topics such as: Missing-Data Imputation in Nonstationary Panel Data Models; Markov Switching Models in Empirical Finance; Bayesian Analysis of Multivariate Sample Selection Models Using Gaussian Copulas; and, Consistent Estimation and Orthogonality.

Partial Least Squares Structural Equation Modeling

Partial Least Squares Structural Equation Modeling Book
Author : Necmi K. Avkiran,Christian M. Ringle
Publisher : Springer
Release : 2018-02-16
ISBN : 3319716913
Language : En, Es, Fr & De

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Book Description :

This book pulls together robust practices in Partial Least Squares Structural Equation Modeling (PLS-SEM) from other disciplines and shows how they can be used in the area of Banking and Finance. In terms of empirical analysis techniques, Banking and Finance is a conservative discipline. As such, this book will raise awareness of the potential of PLS-SEM for application in various contexts. PLS-SEM is a non-parametric approach designed to maximize explained variance in latent constructs. Latent constructs are directly unobservable phenomena such as customer service quality and managerial competence. Explained variance refers to the extent we can predict, say, customer service quality, by examining other theoretically related latent constructs such as conduct of staff and communication skills. Examples of latent constructs at the microeconomic level include customer service quality, managerial effectiveness, perception of market leadership, etc.; macroeconomic-level latent constructs would be found in contagion of systemic risk from one financial sector to another, herd behavior among fund managers, risk tolerance in financial markets, etc. Behavioral Finance is bound to provide a wealth of opportunities for applying PLS-SEM. The book is designed to expose robust processes in application of PLS-SEM, including use of various software packages and codes, including R. PLS-SEM is already a popular tool in marketing and management information systems used to explain latent constructs. Until now, PLS-SEM has not enjoyed a wide acceptance in Banking and Finance. Based on recent research developments, this book represents the first collection of PLS-SEM applications in Banking and Finance. This book will serve as a reference book for those researchers keen on adopting PLS-SEM to explain latent constructs in Banking and Finance.

Handbook of Safeguarding Global Financial Stability

Handbook of Safeguarding Global Financial Stability Book
Author : Anonim
Publisher : Academic Press
Release : 2012-12-31
ISBN : 0123978785
Language : En, Es, Fr & De

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Book Description :

Political and social forces exert pressure on our globalized economy in many forms, from formal and informal policies to financial theories and technical models. Our efforts to shape and direct these forces to preserve financial stability reveal much about the ways we perceive the financial economy. The Handbook of Safeguarding Global Financial Stability examines our political economy, particularly the ways in which these forces inhabit our institutions, strategies, and tactics. As economies expand and contract, these forces also determine the ways we supervise and regulate. This high-level examination of the global political economy includes articles about specific countries, crises, and international systems as well as broad articles about major concepts and trends.. Substantial articles by top scholars sets this volume apart from other information sources Diverse international perspectives result in new opportunities for analysis and research Rapidly developing subjects will interest readers well into the future

Contagion Systemic Risk in Financial Networks

Contagion  Systemic Risk in Financial Networks Book
Author : T. R. Hurd
Publisher : Springer
Release : 2016-05-25
ISBN : 3319339303
Language : En, Es, Fr & De

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Book Description :

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.

Understanding Financial Stability

Understanding Financial Stability Book
Author : Indranarain Ramlall
Publisher : Emerald Group Publishing
Release : 2018-12-14
ISBN : 1787568334
Language : En, Es, Fr & De

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Book Description :

Understanding Financial Stability undertakes an in-depth analysis of all the issues related to financial stability. It establishes a general framework for a holistic assessment of financial stability, provides a comprehensive analysis pertaining to the genesis of financial crises and offers key terms embodied in financial stability.

Complex Networks and Dynamics

Complex Networks and Dynamics Book
Author : Pasquale Commendatore,Mariano Matilla-García,Luis M. Varela,Jose S. Cánovas
Publisher : Springer
Release : 2016-09-14
ISBN : 3319408038
Language : En, Es, Fr & De

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Book Description :

This volume sheds light on the current state of complex networks and nonlinear dynamics applied to the understanding of economic and social phenomena ranging from geographical economics to macroeconomics and finance, and its purpose is to give readers an overview of several interesting topics for research at an intermediate level. Three different and interdisciplinary, but complementary, aspects of networks are put together in a single piece, namely: (i) complex networks theory, (ii) applied network analysis to social and economic interrelations, and (iii) dynamical evolution of systems and networks. The volume includes contributions from excellent scholars in economics and social sciences as well as leading experts in the fields of complex networks and nonlinear dynamics.