Risk-sensitive Investment Management

Risk-sensitive Investment Management

Author: Mark H A Davis

Publisher: World Scientific

Published: 2014-07-21

Total Pages: 414

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.


Risk Sensitive Asset Management and Cascading Defaults

Risk Sensitive Asset Management and Cascading Defaults

Author: John R. Birge

Publisher:

Published: 2017

Total Pages: 35

ISBN-13:

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We consider an optimal risk-sensitive portfolio allocation problem accounting for the possibility of cascading defaults. Default events have an impact on the distress state of the surviving stocks in the portfolio. We study the recursive system of non-Lipschitz quasi-linear parabolic HJB-PDEs associated with the value function of the control problem in the different default states of the economy. We show the existence of a classical solution to this system via super-sub solution techniques and give an explicit characterization of the optimal feedback strategy in terms of the value function. We prove a verification theorem establishing the uniqueness of the solution. A numerical analysis indicates that the investor accounts for contagion effects when making investment decisions, reduces his risk exposure as he becomes more sensitive to risk, and that his strategy depends non-monotonically on the aggregate risk level.


Investment Risk Management

Investment Risk Management

Author: Harold Kent Baker

Publisher: Oxford University Press, USA

Published: 2015

Total Pages: 709

ISBN-13: 0199331960

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Investment Risk Management provides an overview of developments in risk management and a synthesis of research on the subject. The chapters examine ways to alter exposures through measuring and managing risk exposures and provide an understanding of the latest strategies and trends within risk management.


Risk-Sensitive Investment in a Market with Animal Spirits

Risk-Sensitive Investment in a Market with Animal Spirits

Author: Grzegorz Andruszkiewicz

Publisher:

Published: 2014

Total Pages: 24

ISBN-13:

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A new jump diffusion regime-switching model is introduced, which allows for linking jumps in asset prices with regime changes. We prove the existence and uniqueness of the solution to the risk-sensitive asset management criterion maximisation problem in this setting. We provide an ODE for the optimal value function, which may be efficiently solved numerically. Relevant probability measure changes are discussed in the appendix. The approach of Klebaner & Lipster (2014) is used to prove the martingale property of the relevant density processes.


Investment Management

Investment Management

Author: Robert L. Hagin

Publisher: John Wiley & Sons

Published: 2004-02-01

Total Pages: 322

ISBN-13: 0471483818

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A new look at the important issue of investment management in the 21st century Written for professional and private investors-as well as fiduciaries who rely on investment professionals-this book presents the content of an advanced investment-management course in an easy-to-read, question-and-answer format. Robert L. Hagin (Haverford, PA) is a 30-year investment management veteran who recently retired as Executive Director for Morgan Stanley Investment Management.


Modern Investment Management

Modern Investment Management

Author: Bob Litterman

Publisher: John Wiley & Sons

Published: 2004-11-19

Total Pages: 648

ISBN-13: 0471480657

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Dieser Band füllt eine echte Marktlücke. "Goldman Sach's Modern Investment" gibt eine Einführung in moderne Investment Management Verfahren, wie sie von Goldman Sachs Asset Management verwendet werden, um erstklassige Investitionsrenditen zu erzielen. Erläutert werden u.a. die moderne Portfoliotheorie (Portfoliodiversifikation zur Risikostreuung), Capital Asset Pricing (Verfahren zur Ermittlung des Risiko-Rendite-Austauschverhältnisses von Finanzanlagen, bei dem der unterschiedliche Risikogehalt von Finanztiteln berücksichtigt wird) sowie eine Reihe aktueller Themen wie z.B. strategische Portfoliostrukturierung, Risikobudgetierung und aktives Portfolio Management. Hier erhalten Sie die Mittel an die Hand, um die Goldman Sachs Asset Management Methode für sich selbst umzusetzen. Das von Fischer Black und Bob Litterman gemeinsam entwickelte Black-Litterman Asset Allocation Model gehört zu den angesehensten und meist verwendeten Modellen zur Portfoliostrukturierung. Litterman und seine Asset Management Group sind oft die treibende Kraft, wenn es um Portfoliostrukturierung und Investmententscheidungen der 100 international größten Pensionsfonds geht.


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.


Risk-Based Investment Management in Practice

Risk-Based Investment Management in Practice

Author: Frances Cowell

Publisher: Springer

Published: 2013-10-31

Total Pages: 483

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.


Investment Management

Investment Management

Author: Ramanna Vishwanath

Publisher: Springer Science & Business Media

Published: 2009-04-21

Total Pages: 623

ISBN-13: 3540888020

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Sound investment decisions require an in-depth knowledge of the financial markets and available financial instruments. This book provides students and professionals with an understanding of the role and activities of an equity security analyst within the investment process. Emphasis is on understanding the process of analyzing companies; the valuation process; and the challenges of achieving success in a highly competitive capital market. The authors present a comprehensive compendium on the financial theory, the empirical evidence and the mathematical tools that form the underlying principles of investment decisions.