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Modern Financial Engineering: Counterparty, Credit, Portfolio And Systemic Risks

Modern Financial Engineering: Counterparty, Credit, Portfolio And Systemic Risks PDF Author: Giuseppe Orlando
Publisher: World Scientific
ISBN: 9811252378
Category : Science
Languages : en
Pages : 436

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Book Description
The book offers an overview of credit risk modeling and management. A three-step approach is adopted with the contents, after introducing the essential concepts of both mathematics and finance.Initially the focus is on the modeling of credit risk parameters mainly at the level of individual debtor and transaction, after which the book delves into counterparty credit risk, thus providing the link between credit and market risks. The second part is aimed at the portfolio level when multiple loans are pooled and default correlation becomes an important factor to consider and model. In this respect, the book explains how copulas help in modeling. The final stage is the macro perspective when the combination of credit risks related to financial institutions produces systemic risk and affects overall financial stability.The entire approach is two-dimensional as well. First, all modeling steps have replicable programming codes both in R and Matlab. In this way, the reader can experience the impact of changing the default probabilities of a given borrower or the weights of a sector. Second, at each stage, the book discusses the regulatory environment. This is because, at times, regulation can have stricter constraints than the outcome of internal models. In summary, the book guides the reader in modeling and managing credit risk by providing both the theoretical framework and the empirical tools necessary for a modern finance professional. In this sense, the book is aimed at a wide audience in all fields of study: from quants who want to engage in finance to economists who want to learn about coding and modern financial engineering.

Modern Financial Engineering: Counterparty, Credit, Portfolio And Systemic Risks

Modern Financial Engineering: Counterparty, Credit, Portfolio And Systemic Risks PDF Author: Giuseppe Orlando
Publisher: World Scientific
ISBN: 9811252378
Category : Science
Languages : en
Pages : 436

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Book Description
The book offers an overview of credit risk modeling and management. A three-step approach is adopted with the contents, after introducing the essential concepts of both mathematics and finance.Initially the focus is on the modeling of credit risk parameters mainly at the level of individual debtor and transaction, after which the book delves into counterparty credit risk, thus providing the link between credit and market risks. The second part is aimed at the portfolio level when multiple loans are pooled and default correlation becomes an important factor to consider and model. In this respect, the book explains how copulas help in modeling. The final stage is the macro perspective when the combination of credit risks related to financial institutions produces systemic risk and affects overall financial stability.The entire approach is two-dimensional as well. First, all modeling steps have replicable programming codes both in R and Matlab. In this way, the reader can experience the impact of changing the default probabilities of a given borrower or the weights of a sector. Second, at each stage, the book discusses the regulatory environment. This is because, at times, regulation can have stricter constraints than the outcome of internal models. In summary, the book guides the reader in modeling and managing credit risk by providing both the theoretical framework and the empirical tools necessary for a modern finance professional. In this sense, the book is aimed at a wide audience in all fields of study: from quants who want to engage in finance to economists who want to learn about coding and modern financial engineering.

Practical Methods of Financial Engineering and Risk Management

Practical Methods of Financial Engineering and Risk Management PDF Author: Rupak Chatterjee
Publisher: Apress
ISBN: 143026134X
Category : Business & Economics
Languages : en
Pages : 388

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Book Description
Risk control, capital allocation, and realistic derivative pricing and hedging are critical concerns for major financial institutions and individual traders alike. Events from the collapse of Lehman Brothers to the Greek sovereign debt crisis demonstrate the urgent and abiding need for statistical tools adequate to measure and anticipate the amplitude of potential swings in the financial markets—from ordinary stock price and interest rate moves, to defaults, to those increasingly frequent "rare events" fashionably called black swan events. Yet many on Wall Street continue to rely on standard models based on artificially simplified assumptions that can lead to systematic (and sometimes catastrophic) underestimation of real risks. In Practical Methods of Financial Engineering and Risk Management, Dr. Rupak Chatterjee— former director of the multi-asset quantitative research group at Citi—introduces finance professionals and advanced students to the latest concepts, tools, valuation techniques, and analytic measures being deployed by the more discerning and responsive Wall Street practitioners, on all operational scales from day trading to institutional strategy, to model and analyze more faithfully the real behavior and risk exposure of financial markets in the cold light of the post-2008 realities. Until one masters this modern skill set, one cannot allocate risk capital properly, price and hedge derivative securities realistically, or risk-manage positions from the multiple perspectives of market risk, credit risk, counterparty risk, and systemic risk. The book assumes a working knowledge of calculus, statistics, and Excel, but it teaches techniques from statistical analysis, probability, and stochastic processes sufficient to enable the reader to calibrate probability distributions and create the simulations that are used on Wall Street to valuate various financial instruments correctly, model the risk dimensions of trading strategies, and perform the numerically intensive analysis of risk measures required by various regulatory agencies.

Credit Risk Management

Credit Risk Management PDF Author: Jiří Witzany
Publisher: Springer
ISBN: 3319498002
Category : Business & Economics
Languages : en
Pages : 256

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Book Description
This book introduces to basic and advanced methods for credit risk management. It covers classical debt instruments and modern financial markets products. The author describes not only standard rating and scoring methods like Classification Trees or Logistic Regression, but also less known models that are subject of ongoing research, like e.g. Support Vector Machines, Neural Networks, or Fuzzy Inference Systems. The book also illustrates financial and commodity markets and analyzes the principles of advanced credit risk modeling techniques and credit derivatives pricing methods. Particular attention is given to the challenges of counterparty risk management, Credit Valuation Adjustment (CVA) and the related regulatory Basel III requirements. As a conclusion, the book provides the reader with all the essential aspects of classical and modern credit risk management and modeling.

Introduction to Credit Risk

Introduction to Credit Risk PDF Author: Giulio Carlone
Publisher: CRC Press
ISBN: 1000171450
Category : Business & Economics
Languages : en
Pages : 488

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Book Description
Introduction to Credit Risk focuses on analysis of credit risk, derivatives, equity investments, portfolio management, quantitative methods, and risk management. In terms of application, this book can be used as an important tool to explain how to generate data rows of expected exposure to counterparty credit risk. The book also directs the reader on how to visualize, in real time, the results of this data, generated with a Java tool. Features Uses an in-depth case study to illustrate multiple factors in counterparty credit risk exposures Suitable for quantitative risk managers at banks, as well as students of finance, financial mathematics, and software engineering Provides the reader with numerous examples and applications Giulio Carlone has an MBA, a PhD, and a Master’s degree in Computer Science from the University of Italy. He is a member of the software system engineering staff of the Department of Computer Science at University College London. He has 20 years of practical experience in technical software engineering and quantitative finance engineering in the commercial sector. His research interests include the use of communication strategies and the implementation of plans and projects using financial software for requirement specifications, requirements analysis, and architectural design.

Credit Models and the Crisis

Credit Models and the Crisis PDF Author: Damiano Brigo
Publisher: John Wiley & Sons
ISBN: 0470971436
Category : Business & Economics
Languages : en
Pages : 186

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Book Description
The recent financial crisis has highlighted the need for better valuation models and risk management procedures, better understanding of structured products, and has called into question the actions of many financial institutions. It has become commonplace to blame the inadequacy of credit risk models, claiming that the crisis was due to sophisticated and obscure products being traded, but practitioners have for a long time been aware of the dangers and limitations of credit models. It would seem that a lack of understanding of these models is the root cause of their failures but until now little analysis had been published on the subject and, when published, it had gained very limited attention. Credit Models and the Crisis is a succinct but technical analysis of the key aspects of the credit derivatives modeling problems, tracing the development (and flaws) of new quantitative methods for credit derivatives and CDOs up to and through the credit crisis. Responding to the immediate need for clarity in the market and academic research environments, this book follows the development of credit derivatives and CDOs at a technical level, analyzing the impact, strengths and weaknesses of methods ranging from the introduction of the Gaussian Copula model and the related implied correlations to the introduction of arbitrage-free dynamic loss models capable of calibrating all the tranches for all the maturities at the same time. It also illustrates the implied copula, a method that can consistently account for CDOs with different attachment and detachment points but not for different maturities, and explains why the Gaussian Copula model is still used in its base correlation formulation. The book reports both alarming pre-crisis research and market examples, as well as commentary through history, using data up to the end of 2009, making it an important addition to modern derivatives literature. With banks and regulators struggling to fully analyze at a technical level, many of the flaws in modern financial models, it will be indispensable for quantitative practitioners and academics who want to develop stable and functional models in the future.

Dalhuisen on Transnational and Comparative Commercial, Financial and Trade Law Volume 6

Dalhuisen on Transnational and Comparative Commercial, Financial and Trade Law Volume 6 PDF Author: Jan H Dalhuisen
Publisher: Bloomsbury Publishing
ISBN: 1509949658
Category : Law
Languages : en
Pages : 536

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Book Description
“... a wide-ranging, historically and comparatively very deep and comprehensive commentary, but which is also very contemporary and forward-looking on many or most of the issues relevant in modern transnational commercial, contract and financial transactions” (International and Comparative Law Quarterly) Volume 6 of this new edition deals with financial regulation of banks and banking activities and products. It critically reviews micro-prudential regulation, the need for macro-prudential supervision and an independent macro-prudential supervisor, the role of resolution authorities, the operation of the shadow banking system, and the extraterritorial reach and international recognition of financial regulation. The volume considers in particular the fallout from the 2008 financial crisis and the subsequent regulatory responses in the US and Europe. The complete set in this magisterial work is made up of 6 volumes. Used independently, each volume allows the reader to delve into a particular topic. Alternatively, all volumes can be read together for a comprehensive overview of transnational comparative commercial, financial and trade law.

Contemporary Portfolio Theory and Risk Management

Contemporary Portfolio Theory and Risk Management PDF Author: Alan L. Tucker
Publisher: Thomson Learning
ISBN:
Category : Business & Economics
Languages : en
Pages : 594

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Corporate Finance

Corporate Finance PDF Author:
Publisher:
ISBN:
Category : Corporations
Languages : en
Pages :

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Derivatives for Decision Makers

Derivatives for Decision Makers PDF Author: George Crawford
Publisher: John Wiley & Sons
ISBN: 9780471129943
Category : Business & Economics
Languages : en
Pages : 240

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Book Description
"A brilliantly conceived and lucidly written exposition of the most important topic on the frontier of modern finance. This book takes the mystery out of derivatives. Bravo!"—John H. Langbein, Professor, Yale Law School "Derivatives for Decision Makers is a first in explaining derivatives to those who need to understand them. It explains what derivatives are, how they can be used as risk management tools, and what managers and decision makers need to know about the subject. Not only is the technical substance superb, but the form is accessible to all decision makers."—Afsaneh Mashayekhi Beschloss, Director, The World Bank Group "Derivatives for Decision Makers is an excellent resource for both users and providers of derivative products, regardless of the reader's level of sophistication. The recent highly publicized derivatives problems are objectively reviewed by the authors who contribute important and sensible recommendations to avoid similar situations in the future."—Dipak K. Rastogi, Executive Vice President and former Head of Global Derivatives, Citibank, N. A. "Derivatives can play a critical role in achieving corporate financing and investment strategies. Whether you are a novice or a seasoned practitioner, Crawford and Sen present a superb roadmap with well-chosen, real-world illustrations. Their vivid insights make this book a 'must-read' for corporate and pension fund managers."—Sandra S. Wijnberg, Vice President & Assistant Treasurer, PepsiCo, Inc. "Crawford and Sen have done a fine job of making derivatives comprehensible for managers who need to understand the basic features and uses of these instruments. This coverage, together with the book's unique emphasis on senior management's fiduciary obligations to the firm's shareholders, sets this book apart from other attempts to make derivatives accessible to senior management. This book is an important read."—John F. Marshall, Executive Director, International Association of Financial Engineers and Professor of Financial Engineering, Polytechnic University Derivatives are the power tools that enable users to analyze components of risk and return inherent in an investment or a business. The popularity of derivative use in the marketplace has surged in recent years, spurring financial innovation and better risk management. Yet this popular instrument is double-edged: derivatives are as risky as they are beneficial. In light of recent, highly publicized disasters—the Orange County bankruptcy and the Barings fiasco—it is imperative that business and finance professionals have a current and basic knowledge of this complicated and venturesome field. If you are a shareholder, director, or other decision maker in a company utilizing derivatives, it is important that you know how to maximize the benefits of derivatives and minimize the damage that they can cause. Now, two leading financial experts provide the solid principles you need to understand and properly use derivative products and structured financing. Starting upwards from the ground floor, this straightforward, no-nonsense resource is replete with tables, graphs, and common examples and common sense, offering invaluable information on: The three major types of derivatives-options, futures, and swaps Leverage—what it is, why it is so important, how it is used to increase returns, and how it multiplies risk Hedging a stock portfolio and hedging industry risk with synthetic futures Business risks—core and secondary risks; which business risks to hedge with derivatives Investment strategies using derivatives Derivative risks—market, credit, legal, and systemic Fiduciary duties—the duties of loyalty and care, exceptions, the prudent investor rule, business judgment, rule and disclosure requirements Delegating management functions—selecting, instructing, and monitoring experts Whether you're a manager, director, attorney, accountant, corporate executive, or corporate shareholder, this comprehensive book will prove to be an invaluable guide on utilizing and handling derivatives wisely, resourcefully, and successfully.

Fundamentals of the Theory of Structured Dependence between Stochastic Processes

Fundamentals of the Theory of Structured Dependence between Stochastic Processes PDF Author: Tomasz R. Bielecki
Publisher: Cambridge University Press
ISBN: 1107154251
Category : Business & Economics
Languages : en
Pages : 278

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Book Description
Comprehensive presentation of the technical aspects and applications of the theory of structured dependence between random processes.