Risk-Sensitive Investment Management

Risk-Sensitive Investment Management

Author: Mark H A Davis

Publisher: World Scientific

Published: 2014-07-21

Total Pages: 416

ISBN-13: 9814578061

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Over the last two decades, risk-sensitive control has evolved into an innovative and successful framework for solving dynamically a wide range of practical investment management problems. This book shows how to use risk-sensitive investment management to manage portfolios against an investment benchmark, with constraints, and with assets and liabilities. It also addresses model implementation issues in parameter estimation and numerical methods. Most importantly, it shows how to integrate jump-diffusion processes which are crucial to model market crashes. With its emphasis on the interconnection between mathematical techniques and real-world problems, this book will be of interest to both academic researchers and money managers. Risk-sensitive investment management links stochastic control and portfolio management. Because of its distinct emphasis on integrating advanced theoretical concepts into practical dynamic investment management tools, this book stands out from the existing literature in fundamental ways. It goes beyond mainstream research in portfolio management in a traditional static setting. The theoretical developments build on contemporary research in stochastic control theory, but are informed throughout by the need to construct an effective and practical framework for dynamic portfolio management. This book fills a gap in the literature by connecting mathematical techniques with the real world of investment management. Readers seeking to solve key problems such as benchmarked asset management or asset and liability management will certainly find it useful. Contents:Diffusion Models:The Merton ProblemRisk-Sensitive Asset ManagementManaging Against a BenchmarkAsset and Liability ManagementInvestment ConstraintsInfinite Horizon ProblemsJump-Diffusion Models:Jumps in Asset PricesGeneral Jump-Diffusion SettingFund Separation and Fractional Kelly StrategiesManaging Against a Benchmark: Jump-Diffusion CaseAsset and Liability Management: Jump-Diffusion CaseImplementation:Factor and Securities ModelsCase StudiesNumerical MethodsFactor Estimation: Filtering and Black-Litterman Readership: Professionals, researchers, academics and graduate students in the field of investment management, stochastic optimization, stochastic analysis and probability, and quantitative finance. Key Features:Integrates advanced theoretical concepts into practical dynamic investmentDiscusses practical issues that will be relevant to practitioners, including parameter estimation, investment benchmarks, asset and liabilities management (ALM), investment constraints, and the Kelly criterionPresents a thorough treatment of jump diffusion models, including latest developments regarding classical solutions to jump diffusion control problemsWritten by professors with extensive experience on risk sensitive asset management and the relevant financial industry experienceKeywords:Stochastic Control;Risk Sensitive Control;Dynamic Investment Management;Benchmarked Asset Management;Asset and Liability Management;Jump Diffusion Processes;Lévy Processes;Hamilton–Jacobi–Bellman Equations;Classical Solutions;Viscosity Solutions;Kelly Criterion


Book Synopsis Risk-Sensitive Investment Management by : Mark H A Davis

Download or read book Risk-Sensitive Investment Management written by Mark H A Davis and published by World Scientific. This book was released on 2014-07-21 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last two decades, risk-sensitive control has evolved into an innovative and successful framework for solving dynamically a wide range of practical investment management problems. This book shows how to use risk-sensitive investment management to manage portfolios against an investment benchmark, with constraints, and with assets and liabilities. It also addresses model implementation issues in parameter estimation and numerical methods. Most importantly, it shows how to integrate jump-diffusion processes which are crucial to model market crashes. With its emphasis on the interconnection between mathematical techniques and real-world problems, this book will be of interest to both academic researchers and money managers. Risk-sensitive investment management links stochastic control and portfolio management. Because of its distinct emphasis on integrating advanced theoretical concepts into practical dynamic investment management tools, this book stands out from the existing literature in fundamental ways. It goes beyond mainstream research in portfolio management in a traditional static setting. The theoretical developments build on contemporary research in stochastic control theory, but are informed throughout by the need to construct an effective and practical framework for dynamic portfolio management. This book fills a gap in the literature by connecting mathematical techniques with the real world of investment management. Readers seeking to solve key problems such as benchmarked asset management or asset and liability management will certainly find it useful. Contents:Diffusion Models:The Merton ProblemRisk-Sensitive Asset ManagementManaging Against a BenchmarkAsset and Liability ManagementInvestment ConstraintsInfinite Horizon ProblemsJump-Diffusion Models:Jumps in Asset PricesGeneral Jump-Diffusion SettingFund Separation and Fractional Kelly StrategiesManaging Against a Benchmark: Jump-Diffusion CaseAsset and Liability Management: Jump-Diffusion CaseImplementation:Factor and Securities ModelsCase StudiesNumerical MethodsFactor Estimation: Filtering and Black-Litterman Readership: Professionals, researchers, academics and graduate students in the field of investment management, stochastic optimization, stochastic analysis and probability, and quantitative finance. Key Features:Integrates advanced theoretical concepts into practical dynamic investmentDiscusses practical issues that will be relevant to practitioners, including parameter estimation, investment benchmarks, asset and liabilities management (ALM), investment constraints, and the Kelly criterionPresents a thorough treatment of jump diffusion models, including latest developments regarding classical solutions to jump diffusion control problemsWritten by professors with extensive experience on risk sensitive asset management and the relevant financial industry experienceKeywords:Stochastic Control;Risk Sensitive Control;Dynamic Investment Management;Benchmarked Asset Management;Asset and Liability Management;Jump Diffusion Processes;Lévy Processes;Hamilton–Jacobi–Bellman Equations;Classical Solutions;Viscosity Solutions;Kelly Criterion

The Kelly Capital Growth Investment Criterion

The Kelly Capital Growth Investment Criterion

Author: Leonard C. MacLean

Publisher: World Scientific

Published: 2011

Total Pages: 883

ISBN-13: 9814293490

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This volume provides the definitive treatment of fortune's formula or the Kelly capital growth criterion as it is often called. The strategy is to maximize long run wealth of the investor by maximizing the period by period expected utility of wealth with a logarithmic utility function. Mathematical theorems show that only the log utility function maximizes asymptotic long run wealth and minimizes the expected time to arbitrary large goals. In general, the strategy is risky in the short term but as the number of bets increase, the Kelly bettor's wealth tends to be much larger than those with essentially different strategies. So most of the time, the Kelly bettor will have much more wealth than these other bettors but the Kelly strategy can lead to considerable losses a small percent of the time. There are ways to reduce this risk at the cost of lower expected final wealth using fractional Kelly strategies that blend the Kelly suggested wager with cash. The various classic reprinted papers and the new ones written specifically for this volume cover various aspects of the theory and practice of dynamic investing. Good and bad properties are discussed, as are fixed-mix and volatility induced growth strategies. The relationships with utility theory and the use of these ideas by great investors are featured.


Book Synopsis The Kelly Capital Growth Investment Criterion by : Leonard C. MacLean

Download or read book The Kelly Capital Growth Investment Criterion written by Leonard C. MacLean and published by World Scientific. This book was released on 2011 with total page 883 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides the definitive treatment of fortune's formula or the Kelly capital growth criterion as it is often called. The strategy is to maximize long run wealth of the investor by maximizing the period by period expected utility of wealth with a logarithmic utility function. Mathematical theorems show that only the log utility function maximizes asymptotic long run wealth and minimizes the expected time to arbitrary large goals. In general, the strategy is risky in the short term but as the number of bets increase, the Kelly bettor's wealth tends to be much larger than those with essentially different strategies. So most of the time, the Kelly bettor will have much more wealth than these other bettors but the Kelly strategy can lead to considerable losses a small percent of the time. There are ways to reduce this risk at the cost of lower expected final wealth using fractional Kelly strategies that blend the Kelly suggested wager with cash. The various classic reprinted papers and the new ones written specifically for this volume cover various aspects of the theory and practice of dynamic investing. Good and bad properties are discussed, as are fixed-mix and volatility induced growth strategies. The relationships with utility theory and the use of these ideas by great investors are featured.

Risk-Based Investment Management in Practice

Risk-Based Investment Management in Practice

Author: Frances Cowell

Publisher: Springer

Published: 2013-10-31

Total Pages: 475

ISBN-13: 113734640X

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A practitioner's account of how investment risk affects the decisions of professional investment managers. Jargon-free, with a broad coverage of investment types and asset classes, the non-investment professional will find this book readable and accessible.


Book Synopsis Risk-Based Investment Management in Practice by : Frances Cowell

Download or read book Risk-Based Investment Management in Practice written by Frances Cowell and published by Springer. This book was released on 2013-10-31 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practitioner's account of how investment risk affects the decisions of professional investment managers. Jargon-free, with a broad coverage of investment types and asset classes, the non-investment professional will find this book readable and accessible.

Artificial Intelligence in Asset Management

Artificial Intelligence in Asset Management

Author: Söhnke M. Bartram

Publisher: CFA Institute Research Foundation

Published: 2020-08-28

Total Pages: 95

ISBN-13: 195292703X

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Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.


Book Synopsis Artificial Intelligence in Asset Management by : Söhnke M. Bartram

Download or read book Artificial Intelligence in Asset Management written by Söhnke M. Bartram and published by CFA Institute Research Foundation. This book was released on 2020-08-28 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.

Recent Advances in Financial Engineering

Recent Advances in Financial Engineering

Author: Masaaki Kijima

Publisher: World Scientific

Published: 2010

Total Pages: 284

ISBN-13: 9814304077

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This book consists of 11 papers based on research presented at the KIER-TMU International Workshop on Financial Engineering, held in Tokyo in 2009. The Workshop, organised by Kyoto University's Institute of Economic Research (KIER) and Tokyo Metropolitan University (TMU), is the successor to the Daiwa International Workshop on Financial Engineering held from 2004 to 2008 by Professor Kijima (the Chair of this Workshop) and his colleagues. Academic researchers and industry practitioners alike have presented the latest research on financial engineering at this international venue. These papers address state-of-the-art techniques in financial engineering, and have undergone a rigorous selection process to make this book a high-quality one. This volume will be of interest to academics, practitioners, and graduate students in the field of quantitative finance and financial engineering


Book Synopsis Recent Advances in Financial Engineering by : Masaaki Kijima

Download or read book Recent Advances in Financial Engineering written by Masaaki Kijima and published by World Scientific. This book was released on 2010 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of 11 papers based on research presented at the KIER-TMU International Workshop on Financial Engineering, held in Tokyo in 2009. The Workshop, organised by Kyoto University's Institute of Economic Research (KIER) and Tokyo Metropolitan University (TMU), is the successor to the Daiwa International Workshop on Financial Engineering held from 2004 to 2008 by Professor Kijima (the Chair of this Workshop) and his colleagues. Academic researchers and industry practitioners alike have presented the latest research on financial engineering at this international venue. These papers address state-of-the-art techniques in financial engineering, and have undergone a rigorous selection process to make this book a high-quality one. This volume will be of interest to academics, practitioners, and graduate students in the field of quantitative finance and financial engineering

Stochastic Analysis, Filtering, and Stochastic Optimization

Stochastic Analysis, Filtering, and Stochastic Optimization

Author: George Yin

Publisher: Springer Nature

Published: 2022-04-22

Total Pages: 466

ISBN-13: 3030985199

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This volume is a collection of research works to honor the late Professor Mark H.A. Davis, whose pioneering work in the areas of Stochastic Processes, Filtering, and Stochastic Optimization spans more than five decades. Invited authors include his dissertation advisor, past collaborators, colleagues, mentees, and graduate students of Professor Davis, as well as scholars who have worked in the above areas. Their contributions may expand upon topics in piecewise deterministic processes, pathwise stochastic calculus, martingale methods in stochastic optimization, filtering, mean-field games, time-inconsistency, as well as impulse, singular, risk-sensitive and robust stochastic control.


Book Synopsis Stochastic Analysis, Filtering, and Stochastic Optimization by : George Yin

Download or read book Stochastic Analysis, Filtering, and Stochastic Optimization written by George Yin and published by Springer Nature. This book was released on 2022-04-22 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a collection of research works to honor the late Professor Mark H.A. Davis, whose pioneering work in the areas of Stochastic Processes, Filtering, and Stochastic Optimization spans more than five decades. Invited authors include his dissertation advisor, past collaborators, colleagues, mentees, and graduate students of Professor Davis, as well as scholars who have worked in the above areas. Their contributions may expand upon topics in piecewise deterministic processes, pathwise stochastic calculus, martingale methods in stochastic optimization, filtering, mean-field games, time-inconsistency, as well as impulse, singular, risk-sensitive and robust stochastic control.

Stochastic Programming

Stochastic Programming

Author: Horand Gassmann

Publisher: World Scientific

Published: 2013

Total Pages: 549

ISBN-13: 9814407518

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This book shows the breadth and depth of stochastic programming applications. All the papers presented here involve optimization over the scenarios that represent possible future outcomes of the uncertainty problems. The applications, which were presented at the 12th International Conference on Stochastic Programming held in Halifax, Nova Scotia in August 2010, span the rich field of uses of these models. The finance papers discuss such diverse problems as longevity risk management of individual investors, personal financial planning, intertemporal surplus management, asset management with benchmarks, dynamic portfolio management, fixed income immunization and racetrack betting. The production and logistics papers discuss natural gas infrastructure design, farming Atlantic salmon, prevention of nuclear smuggling and sawmill planning. The energy papers involve electricity production planning, hydroelectric reservoir operations and power generation planning for liquid natural gas plants. Finally, two telecommunication papers discuss mobile network design and frequency assignment problems.


Book Synopsis Stochastic Programming by : Horand Gassmann

Download or read book Stochastic Programming written by Horand Gassmann and published by World Scientific. This book was released on 2013 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows the breadth and depth of stochastic programming applications. All the papers presented here involve optimization over the scenarios that represent possible future outcomes of the uncertainty problems. The applications, which were presented at the 12th International Conference on Stochastic Programming held in Halifax, Nova Scotia in August 2010, span the rich field of uses of these models. The finance papers discuss such diverse problems as longevity risk management of individual investors, personal financial planning, intertemporal surplus management, asset management with benchmarks, dynamic portfolio management, fixed income immunization and racetrack betting. The production and logistics papers discuss natural gas infrastructure design, farming Atlantic salmon, prevention of nuclear smuggling and sawmill planning. The energy papers involve electricity production planning, hydroelectric reservoir operations and power generation planning for liquid natural gas plants. Finally, two telecommunication papers discuss mobile network design and frequency assignment problems.

Real Options, Ambiguity, Risk and Insurance

Real Options, Ambiguity, Risk and Insurance

Author: A. Bensoussan

Publisher: IOS Press

Published: 2013-05-02

Total Pages: 296

ISBN-13: 161499238X

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Financial engineering has become the focus of widespread media attention as a result of the worldwide financial crisis of recent years. This book is the second in a series dealing with financial engineering from Ajou University in Korea. The main objective of the series is to disseminate recent developments and important issues in financial engineering to graduate students and researchers, and to provide surveys or pedagogical exposition of important published papers in a broad perspective, as well as analyses of important financial news concerning financial engineering research, practices or regulations. Real Options, Ambiguity, Risk and Insurance, comprises 12 chapters and is divided into three parts. In Part I, five chapters deal with real options analysis, which addresses the issue of investment decisions in complex, innovative or risky projects. Part II presents three chapters on ambiguity. The notion of ambiguity is one of the major breakthroughs in the expected utility theory; ambiguity arises as uncertainties cannot be precisely described in the probability space. Part III consists of four chapters devoted to risk and insurance, and covers mutual insurance for non-traded risks, downside risk management, and credit risk in fixed income markets. This volume will be useful to both graduate students and researchers in understanding relatively new areas in economics and finance, as well as challenging aspects of mathematics.


Book Synopsis Real Options, Ambiguity, Risk and Insurance by : A. Bensoussan

Download or read book Real Options, Ambiguity, Risk and Insurance written by A. Bensoussan and published by IOS Press. This book was released on 2013-05-02 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial engineering has become the focus of widespread media attention as a result of the worldwide financial crisis of recent years. This book is the second in a series dealing with financial engineering from Ajou University in Korea. The main objective of the series is to disseminate recent developments and important issues in financial engineering to graduate students and researchers, and to provide surveys or pedagogical exposition of important published papers in a broad perspective, as well as analyses of important financial news concerning financial engineering research, practices or regulations. Real Options, Ambiguity, Risk and Insurance, comprises 12 chapters and is divided into three parts. In Part I, five chapters deal with real options analysis, which addresses the issue of investment decisions in complex, innovative or risky projects. Part II presents three chapters on ambiguity. The notion of ambiguity is one of the major breakthroughs in the expected utility theory; ambiguity arises as uncertainties cannot be precisely described in the probability space. Part III consists of four chapters devoted to risk and insurance, and covers mutual insurance for non-traded risks, downside risk management, and credit risk in fixed income markets. This volume will be useful to both graduate students and researchers in understanding relatively new areas in economics and finance, as well as challenging aspects of mathematics.

Portfolio Representations

Portfolio Representations

Author: Jem Tugwell

Publisher: Harriman House Limited

Published: 2012-01-16

Total Pages: 484

ISBN-13: 0857191993

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This book provides a practical and sophisticated insight into each financial asset type, and how the different risks and exposures they involve should be most accurately combined and represented in a portfolio. The financial issues facing the world since the late 2000s have provided the asset management community with a brutal reminder of the importance of having genuine knowledge of portfolio structures and the risks embedded within them. More so than ever, fund managers need a clear and consistent way of separating value from exposure in their portfolios, allowing a complete 'look-through' to the real risks contained in derivatives and pooled/structured products. Equally, as fund managers are driven to find risk-adjusted rather than just raw returns, it is imperative that risk measures and the understanding derived from them are applied to the entirety of a portfolio, as opposed to just particular asset classes or sections. This book, written by hugely experienced investment expert Jem Tugwell, provides a practical and comprehensive solution. Written in plain English and carefully structured to be easy to use, this is the definitive guide to accurately and quickly representing value in financial portfolios of every complexity. Taking the reader through each asset type in turn, with detailed workings and explanations, it is the most lucid and helpful professional guide yet written on the subject - and something no one working in this area can afford to be without.


Book Synopsis Portfolio Representations by : Jem Tugwell

Download or read book Portfolio Representations written by Jem Tugwell and published by Harriman House Limited. This book was released on 2012-01-16 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practical and sophisticated insight into each financial asset type, and how the different risks and exposures they involve should be most accurately combined and represented in a portfolio. The financial issues facing the world since the late 2000s have provided the asset management community with a brutal reminder of the importance of having genuine knowledge of portfolio structures and the risks embedded within them. More so than ever, fund managers need a clear and consistent way of separating value from exposure in their portfolios, allowing a complete 'look-through' to the real risks contained in derivatives and pooled/structured products. Equally, as fund managers are driven to find risk-adjusted rather than just raw returns, it is imperative that risk measures and the understanding derived from them are applied to the entirety of a portfolio, as opposed to just particular asset classes or sections. This book, written by hugely experienced investment expert Jem Tugwell, provides a practical and comprehensive solution. Written in plain English and carefully structured to be easy to use, this is the definitive guide to accurately and quickly representing value in financial portfolios of every complexity. Taking the reader through each asset type in turn, with detailed workings and explanations, it is the most lucid and helpful professional guide yet written on the subject - and something no one working in this area can afford to be without.

Pension Fund Investment Management

Pension Fund Investment Management

Author: Frank J. Fabozzi

Publisher: John Wiley & Sons

Published: 1997-08-15

Total Pages: 322

ISBN-13: 9781883249267

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Every investment professional involved with the management of pension funds will embrace this wide-ranging handbook. Consisting of articles by an esteemed panel of contributors, it covers the basics as well as the latest on pension fund governance, operations, and value creation.


Book Synopsis Pension Fund Investment Management by : Frank J. Fabozzi

Download or read book Pension Fund Investment Management written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 1997-08-15 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every investment professional involved with the management of pension funds will embrace this wide-ranging handbook. Consisting of articles by an esteemed panel of contributors, it covers the basics as well as the latest on pension fund governance, operations, and value creation.