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

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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.

Asset Pricing

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Publisher : Springer Science & Business Media
ISBN 13 : 1441992308
Total Pages : 273 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Asset Pricing by : T. Kariya

Download or read book Asset Pricing written by T. Kariya and published by Springer Science & Business Media. This book was released on 2011-06-27 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Main Goals The theory of asset pricing has grown markedly more sophisticated in the last two decades, with the application of powerful mathematical tools such as probability theory, stochastic processes and numerical analysis. The main goal of this book is to provide a systematic exposition, with practical appli cations, of the no-arbitrage theory for asset pricing in financial engineering in the framework of a discrete time approach. The book should also serve well as a textbook on financial asset pricing. It should be accessible to a broad audi ence, in particular to practitioners in financial and related industries, as well as to students in MBA or graduate/advanced undergraduate programs in finance, financial engineering, financial econometrics, or financial information science. The no-arbitrage asset pricing theory is based on the simple and well ac cepted principle that financial asset prices are instantly adjusted at each mo ment in time in order not to allow an arbitrage opportunity. Here an arbitrage opportunity is an opportunity to have a portfolio of value aat an initial time lead to a positive terminal value with probability 1 (equivalently, at no risk), with money neither added nor subtracted from the portfolio in rebalancing dur ing the investment period. It is necessary for a portfolio of valueato include a short-sell position as well as a long-buy position of some assets.

Asset Pricing

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Publisher : Princeton University Press
ISBN 13 : 1400829135
Total Pages : 552 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Asset Pricing by : John H. Cochrane

Download or read book Asset Pricing written by John H. Cochrane and published by Princeton University Press. This book was released on 2009-04-11 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the prestigious Paul A. Samuelson Award for scholarly writing on lifelong financial security, John Cochrane's Asset Pricing now appears in a revised edition that unifies and brings the science of asset pricing up to date for advanced students and professionals. Cochrane traces the pricing of all assets back to a single idea—price equals expected discounted payoff—that captures the macro-economic risks underlying each security's value. By using a single, stochastic discount factor rather than a separate set of tricks for each asset class, Cochrane builds a unified account of modern asset pricing. He presents applications to stocks, bonds, and options. Each model—consumption based, CAPM, multifactor, term structure, and option pricing—is derived as a different specification of the discounted factor. The discount factor framework also leads to a state-space geometry for mean-variance frontiers and asset pricing models. It puts payoffs in different states of nature on the axes rather than mean and variance of return, leading to a new and conveniently linear geometrical representation of asset pricing ideas. Cochrane approaches empirical work with the Generalized Method of Moments, which studies sample average prices and discounted payoffs to determine whether price does equal expected discounted payoff. He translates between the discount factor, GMM, and state-space language and the beta, mean-variance, and regression language common in empirical work and earlier theory. The book also includes a review of recent empirical work on return predictability, value and other puzzles in the cross section, and equity premium puzzles and their resolution. Written to be a summary for academics and professionals as well as a textbook, this book condenses and advances recent scholarship in financial economics.

Scalar and Vector Risk in the General Framework of Portfolio Theory

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Publisher : Springer Nature
ISBN 13 : 3031333217
Total Pages : 236 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Scalar and Vector Risk in the General Framework of Portfolio Theory by : Stanislaus Maier-Paape

Download or read book Scalar and Vector Risk in the General Framework of Portfolio Theory written by Stanislaus Maier-Paape and published by Springer Nature. This book was released on 2023-09-01 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the culmination of the authors’ industry-academic collaboration in the past several years. The investigation is largely motivated by bank balance sheet management problems. The main difference between a bank balance sheet management problem and a typical portfolio optimization problem is that the former involves multiple risks. The related theoretical investigation leads to a significant extension of the scope of portfolio theories. The book combines practitioners’ perspectives and mathematical rigor. For example, to guide the bank managers to trade off different Pareto efficient points, the topological structure of the Pareto efficient set is carefully analyzed. Moreover, on top of computing solutions, the authors focus the investigation on the qualitative properties of those solutions and their financial meanings. These relations, such as the role of duality, are most useful in helping bank managers to communicate their decisions to the different stakeholders. Finally, bank balance sheet management problems of varying levels of complexity are discussed to illustrate how to apply the central mathematical results. Although the primary motivation and application examples in this book are focused in the area of bank balance sheet management problems, the range of applications of the general portfolio theory is much wider. As a matter of fact, most financial problems involve multiple types of risks. Thus, the book is a good reference for financial practitioners in general and students who are interested in financial applications. This book can also serve as a nice example of a case study for applied mathematicians who are interested in engaging in industry-academic collaboration.

Essays on asset liabilty modelling

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Publisher : Rozenberg Publishers
ISBN 13 : 9051709455
Total Pages : 195 pages
Book Rating : 4.0/5 (517 download)

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Book Synopsis Essays on asset liabilty modelling by : David Frederik Schrager

Download or read book Essays on asset liabilty modelling written by David Frederik Schrager and published by Rozenberg Publishers. This book was released on 2007 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Paris-Princeton Lectures on Mathematical Finance 2004

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Publisher : Springer
ISBN 13 : 3540733272
Total Pages : 256 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Paris-Princeton Lectures on Mathematical Finance 2004 by : René Carmona

Download or read book Paris-Princeton Lectures on Mathematical Finance 2004 written by René Carmona and published by Springer. This book was released on 2007-08-10 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the third volume in the Paris-Princeton Lectures in Financial Mathematics, which publishes, on an annual basis, cutting-edge research in self-contained, expository articles from outstanding specialists, both established and upcoming. Coverage includes articles by René Carmona, Ivar Ekeland/Erik Taflin, Arturo Kohatsu-Higa, Pierre-Louis Lions/Jean-Michel Lasry, and Huyên Pham.

Bond Portfolio Optimization

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Publisher : Springer Science & Business Media
ISBN 13 : 354076593X
Total Pages : 143 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Bond Portfolio Optimization by : Michael Puhle

Download or read book Bond Portfolio Optimization written by Michael Puhle and published by Springer Science & Business Media. This book was released on 2008-01-08 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book analyzes how modern portfolio theory and dynamic term structure models can be applied to government bond portfolio optimization problems. The author studies the necessary adjustments, examines the models with regard to the plausibility of their results and compares the outcomes to portfolio selection techniques used by practitioners. Both single-period and continuous-time bond portfolio optimization problems are considered.

Computational Methods in Financial Engineering

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Publisher : Springer Science & Business Media
ISBN 13 : 3540779582
Total Pages : 425 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Computational Methods in Financial Engineering by : Erricos Kontoghiorghes

Download or read book Computational Methods in Financial Engineering written by Erricos Kontoghiorghes and published by Springer Science & Business Media. This book was released on 2008-02-26 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational models and methods are central to the analysis of economic and financial decisions. Simulation and optimisation are widely used as tools of analysis, modelling and testing. The focus of this book is the development of computational methods and analytical models in financial engineering that rely on computation. The book contains eighteen chapters written by leading researchers in the area on portfolio optimization and option pricing; estimation and classification; banking; risk and macroeconomic modelling. It explores and brings together current research tools and will be of interest to researchers, analysts and practitioners in policy and investment decisions in economics and finance.

Credit Derivatives

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Publisher : John Wiley & Sons
ISBN 13 : 0471652385
Total Pages : 353 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Credit Derivatives by : Mark J. P. Anson

Download or read book Credit Derivatives written by Mark J. P. Anson and published by John Wiley & Sons. This book was released on 2004-02-01 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide to credit derivatives Credit derivatives has become one of the fastest-growing areas of interest in global derivatives and risk management. Credit Derivatives takes the reader through an in-depth explanation of an investment tool that has been increasingly used to manage credit risk in banking and capital markets. Anson discusses everything from the basics of why credit risk is important to accounting and tax implications of credit derivatives. Key topics covered in this essential guidebook include: credit swaps; credit forwards; credit linked notes; and credit derivative pricing models. Anson also discusses the implications of credit risk management as well as credit derivative regulation. Using charts, examples, basic investment theory, and elementary mathematics, Credit Derivatives illustrates the real-world practice and applications of credit derivatives products. Mark J. P. Anson (Sacramento, CA) is the Chief Investment Officer at Calpers. Frank J. Fabozzi (New Hope, PA) is a Fellow of the International Center for Finance at Yale University. Moorad Choudhry (Surrey, UK) is a Vice President in Structured Finance Services with JP Morgan Chase Bank in London. Ren-Raw Chen is an Assistant and Associate Professor at the Rutgers University Faculty of Management.

Globalization, Gating, and Risk Finance

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Publisher : John Wiley & Sons
ISBN 13 : 1119252652
Total Pages : 476 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Globalization, Gating, and Risk Finance by : Unurjargal Nyambuu

Download or read book Globalization, Gating, and Risk Finance written by Unurjargal Nyambuu and published by John Wiley & Sons. This book was released on 2018-01-16 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: An in-depth guide to global and risk finance based on financial models and data-based issues that confront global financial managers. Globalization, Gating, and Risk Finance offers perspectives on global risk finance in a world with economies in transition. Developed from lectures and research projects investigating the consequences of globalization and strategic approaches to fundamental economics and finance, it provides an approach based on financial models and data; it includes many case-study problems. The book departs from the traditional macroeconomic and financial approaches to global and strategic risk finance, where economic power and geopolitical issues are intermingled to create complex and forward-looking financial systems. Chapter coverage includes: Globalization: Economies in Collision; Data, Measurements, and Global Finance; Global Finance: Utility, Financial Consumption, and Asset Pricing; Macroeconomics, Foreign Exchange, and Global Finance; Foreign Exchange Models and Prices; Asia: Financial Environment and Risks; Financial Currency Pricing, Swaps, Derivatives, and Complete Markets; Credit Risk and International Debt; Globalization and Trade: A Changing World; and Compliance and Financial Regulation. Provides a framework for global financial and inclusive models, some of which are not commonly covered in other books. Considers risk management, utility, and utility-based multi-agent financial theories. Presents a theoretical framework to assist with a variety of problems ranging from derivatives and FX pricing to bond default to trade and strategic regulation. Provides detailed explanations and mathematical proofs to aid the readers’ understanding. Globalization, Gating, and Risk Finance is appropriate as a text for graduate students of global finance, general finance, financial engineering, and international economics, and for practitioners.

Interest Rate Modelling

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Publisher : Springer
ISBN 13 : 1403946027
Total Pages : 275 pages
Book Rating : 4.4/5 (39 download)

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Book Synopsis Interest Rate Modelling by : S. Svoboda

Download or read book Interest Rate Modelling written by S. Svoboda and published by Springer. This book was released on 2003-12-18 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Growth in the derivatives market has brought with it a greater volume and range of interest rate dependent products. These products have become increasingly innovative and complex to price, requiring sophisticated market models that capture the full dynamics of the yield curve. A study of the evolution of interest rate modelling theory places these models in the correct mathematical context, allowing appreciation of their key assumptions, concepts and implications. The book guides the practitioner through the derivation and implementation of a variety of models that account for the characteristics and irregularities of observed term structures.

Valuation of Convertible Bonds when Investors Act Strategically

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Publisher : Springer Science & Business Media
ISBN 13 : 3322820165
Total Pages : 216 pages
Book Rating : 4.3/5 (228 download)

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Book Synopsis Valuation of Convertible Bonds when Investors Act Strategically by : Christian Koziol

Download or read book Valuation of Convertible Bonds when Investors Act Strategically written by Christian Koziol and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Christian Koziol shows that various conversion strategies for convertible bonds can be optimal which result in different values for stocks and convertible bonds. A comparative static analysis examines the differences between the properties of the optimal conversion strategies and between the asset values for three conversion variants.

Financial Asset Pricing Theory

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Publisher : Oxford University Press, USA
ISBN 13 : 0199585490
Total Pages : 598 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Financial Asset Pricing Theory by : Claus Munk

Download or read book Financial Asset Pricing Theory written by Claus Munk and published by Oxford University Press, USA. This book was released on 2013-04-18 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents models for the pricing of financial assets such as stocks, bonds, and options. The models are formulated and analyzed using concepts and techniques from mathematics and probability theory. It presents important classic models and some recent 'state-of-the-art' models that outperform the classics.

Interest Rate Models

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Publisher : Princeton University Press
ISBN 13 : 0691187428
Total Pages : 289 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Interest Rate Models by : Andrew J. G. Cairns

Download or read book Interest Rate Models written by Andrew J. G. Cairns and published by Princeton University Press. This book was released on 2018-06-05 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of financial mathematics has developed tremendously over the past thirty years, and the underlying models that have taken shape in interest rate markets and bond markets, being much richer in structure than equity-derivative models, are particularly fascinating and complex. This book introduces the tools required for the arbitrage-free modelling of the dynamics of these markets. Andrew Cairns addresses not only seminal works but also modern developments. Refreshingly broad in scope, covering numerical methods, credit risk, and descriptive models, and with an approachable sequence of opening chapters, Interest Rate Models will make readers--be they graduate students, academics, or practitioners--confident enough to develop their own interest rate models or to price nonstandard derivatives using existing models. The mathematical chapters begin with the simple binomial model that introduces many core ideas. But the main chapters work their way systematically through all of the main developments in continuous-time interest rate modelling. The book describes fully the broad range of approaches to interest rate modelling: short-rate models, no-arbitrage models, the Heath-Jarrow-Morton framework, multifactor models, forward measures, positive-interest models, and market models. Later chapters cover some related topics, including numerical methods, credit risk, and model calibration. Significantly, the book develops the martingale approach to bond pricing in detail, concentrating on risk-neutral pricing, before later exploring recent advances in interest rate modelling where different pricing measures are important.

Research Handbook of Financial Markets

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Publisher : Edward Elgar Publishing
ISBN 13 : 1800375328
Total Pages : 533 pages
Book Rating : 4.8/5 (3 download)

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Book Synopsis Research Handbook of Financial Markets by : Refet S. Gürkaynak

Download or read book Research Handbook of Financial Markets written by Refet S. Gürkaynak and published by Edward Elgar Publishing. This book was released on 2023-05-09 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Research Handbook of Financial Markets carefully discusses the histories and current states of the most important financial markets and institutions, as well as explicitly underscoring open questions that need study. By describing the institutional structure of different markets and highlighting recent changes within them, it accurately highlights their evolving nature.

Handbook of Financial Risk Management

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Publisher : CRC Press
ISBN 13 : 1351385232
Total Pages : 1177 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis Handbook of Financial Risk Management by : Thierry Roncalli

Download or read book Handbook of Financial Risk Management written by Thierry Roncalli and published by CRC Press. This book was released on 2020-04-23 with total page 1177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed over 20 years of teaching academic courses, the Handbook of Financial Risk Management can be divided into two main parts: risk management in the financial sector; and a discussion of the mathematical and statistical tools used in risk management. This comprehensive text offers readers the chance to develop a sound understanding of financial products and the mathematical models that drive them, exploring in detail where the risks are and how to manage them. Key Features: Written by an author with both theoretical and applied experience Ideal resource for students pursuing a master’s degree in finance who want to learn risk management Comprehensive coverage of the key topics in financial risk management Contains 114 exercises, with solutions provided online at www.crcpress.com/9781138501874

Innovative Accreditation Standards in Education and Training

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Publisher : Springer
ISBN 13 : 3319169165
Total Pages : 134 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Innovative Accreditation Standards in Education and Training by : Pietro Previtali

Download or read book Innovative Accreditation Standards in Education and Training written by Pietro Previtali and published by Springer. This book was released on 2015-04-25 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​The aim of this book is to examine how technical and institutional factors affect the responsiveness of public and private organisations to a change in accreditation standards, with specific reference to the vocational educational and training (VET) sector and ethical standards. In particular, the authors analyse the Italian experience regarding a new accreditation standard recently adopted in the Region of Lombardy. Although based on a national experience, this innovative approach to accreditation systems in the educational sector provides a more general framework of analysis of how ethics and compliance can be applied in business organisation worldwide.