Premium Essay

Strategic Asset Allocation: Determining the Optimal Portfolio with Ten Asset Classes

In:

Submitted By yuilyuil
Words 10998
Pages 44
Strategic Asset Allocation: Determining the Optimal Portfolio with Ten Asset Classes

Niels Bekkers Mars The Netherlands

Ronald Q. Doeswijk* Robeco The Netherlands

Trevin W. Lam Rabobank The Netherlands October 2009

Abstract
This study explores which asset classes add value to a traditional portfolio of stocks, bonds and cash. Next, we determine the optimal weights of all asset classes in the optimal portfolio. This study adds to the literature by distinguishing ten different investment categories simultaneously in a mean-variance analysis as well as a market portfolio approach. We also demonstrate how to combine these two methods. Our results suggest that real estate, commodities and high yield add most value to the traditional asset mix. A study with such a broad coverage of asset classes has not been conducted before, not in the context of determining capital market expectations and performing a mean-variance analysis, neither in assessing the global market portfolio. JEL classification: G11, G12 Key words: strategic asset allocation, capital market expectations, mean-variance analysis, optimal portfolio, global market portfolio. This study has benefited from the support and practical comments provided by Jeroen Beimer, Léon Cornelissen, Lex Hoogduin, Menno Meekel, Léon Muller, Laurens Swinkels and Pim van Vliet. Special thanks go to Jeroen Blokland and Rolf Hermans for many extensive and valuable discussions. We thank Peter Hobbs for providing the detailed segmentation of the global real estate market that supplemented his research paper. Last, but not least, we thank Frank de Jong for his constructive comments and useful suggestions during this study. * Corresponding author, email: r.doeswijk@robeco.com, telephone: +31 10 2242855.

Electronic copy available at: http://ssrn.com/abstract=1368689

1 Introduction
Most previous academic studies

Similar Documents

Premium Essay

Balancing Risk and Return in a Customer Portfolio

... & Beth A. Walker Balancing Risk and Return in a Customer Portfolio Marketing managers can increase shareholder value by structuring a customer portfolio to reduce the vulnerability and volatility of cash flows. This article demonstrates how financial portfolio theory provides an organizing framework for (1) diagnosing the variability in a customer portfolio, (2) assessing the complementarity/similarity of market segments, (3) exploring market segment weights in an optimized portfolio, and (4) isolating the reward on variability that individual customers or segments provide. Using a seven-year series of customer data from a large business-to-business firm, the authors demonstrate how market segments can be characterized in terms of risk and return. Next, they identify the firm’s efficient portfolio and test it against (1) its current portfolio and (2) a hypothetical profit maximization portfolio. Then, using forward- and back-testing, the authors show that the efficient portfolio has consistently lower variability than the existing customer mix and the profit maximization portfolio. The authors provide guidelines for incorporating a risk overlay into established customer management frameworks. The approach is especially well suited for business-to-business firms that serve market segments drawn from diverse sectors of the economy. Keywords: customer portfolio management, market-based assets, financial portfolio theory, return on marketing, market segmentation The advantage...

Words: 14000 - Pages: 56

Premium Essay

My Papers

...Published by the Bulgarian National Bank 1, Knyaz Alexander I Square 1000 Sofia telephone +359 2 9145-750 facsimile +359 2 980 2425, 980 6493 www.bnb.bg 2 International Foreign Exchange Reserves Contents Introduction ......................................................... 11 PART ONE. Chapter 1. 1. 2. 3. 4. 5. THE THEORETICAL FOUNDATIONS Nature and Function .......................................... 19 Definition ............................................................. 19 Gold as a Foreign Reserve Assets ...................... 20 Reasons to Own and Use Foreign Reserves ...... 23 The Functions of Foreign Reserves ..................... 24 Exchange Rate Policy, Monetary Policy, and Foreign Reserves ......................................... 26 6. Foreign Reserve Adequacy ................................ 31 1. 2. 3. Financial Asset Risk and Return ........................ 36 Financial Assets .................................................. 36 Types of Asset Risk...

Words: 55968 - Pages: 224

Premium Essay

Haha

...MANAGING INVESTMENT PORTFOLIOS WORKBOOK A DYNAMIC PROCESS Third Edition John L. Maginn, CFA Donald L. Tuttle, CFA Dennis W. McLeavey, CFA Jerald E. Pinto, CFA John Wiley & Sons, Inc. MANAGING INVESTMENT PORTFOLIOS WORKBOOK A DYNAMIC PROCESS The CFA Institute is the premier association for investment professionals around the world, with over 85,000 members in 129 countries. Since 1963 the organization has developed and administered the renowned Chartered Financial Analyst Program. With a rich history of leading the investment profession, CFA Institute has set the highest standards in ethics, education, and professional excellence within the global investment community, and is the foremost authority on investment profession conduct and practice. Each book in the CFA Institute Investment Series is geared toward industry practitioners along with graduate-level finance students and covers the most important topics in the industry. The authors of these cutting-edge books are themselves industry professionals and academics and bring their wealth of knowledge and expertise to this series. MANAGING INVESTMENT PORTFOLIOS WORKBOOK A DYNAMIC PROCESS Third Edition John L. Maginn, CFA Donald L. Tuttle, CFA Dennis W. McLeavey, CFA Jerald E. Pinto, CFA John Wiley & Sons, Inc. Copyright c 2007 by CFA Institute. All rights reserved. Published by John Wiley & Sons, Inc., Hoboken, New Jersey. Published simultaneously in Canada. No part of this publication may be reproduced...

Words: 96021 - Pages: 385

Free Essay

Roadmap

...Stremersch Editors Innovation and Marketing in the Pharmaceutical Industry Emerging Practices, Research, and Policies Chapter 3 Portfolio Management in New Drug Development Min Ding, Songting Dong, Jehoshua Eliashberg, and Arun Gopalakrishnan Abstract The pharmaceutical industry leads all industries in terms of R&D spend. Portfolio management in new drug development is extremely challenging due to long drug development cycles and high probabilities of failure. In 2010, a pharmaceutical company like GlaxoSmithKline (GSK) spent over USD 6 billion in R&D expenditure and managed a total of 147 R&D projects across 13 therapeutic areas in different stages of development. There are a lot of challenges in deciding on how to allocate resources to these projects in order to achieve the maximum returns. For example, how to evaluate the value and risk of each project, how to choose new projects for both short-term cash flow and long-term development, how to decide which projects to prioritize and which projects to remove from the portfolio, how to design drug development unit and incentive schemes to maximize the likelihood of success, and so forth. This chapter reviews both practice and the state-of-the-art research and summarizes the latest insights from both industry and academia. For a manager, it provides a guide to the tools they need in portfolio management in the new drug development context. For an academic, it provides a quick overview of the extant research and points out...

Words: 16001 - Pages: 65

Free Essay

Investements

...the symbolic representation more precise (e.g., by being more specific as to the time dimension of an interest rate). Roman Alphabet a Amount invested in the risky asset; in Chapter 14, fraction of wealth invested in the risky asset or portfolio AT Transpose of the matrix (or vector)A c Consumption; in Chapter 14 only, consumption is represented by C, while c represents ln C ck Consumption of agent k in state of nature θ θ CE Certainty equivalent CA Price of an American call option CE Price of a European call option d Dividend rate or amount ∆ Number of shares in the replicating portfolio (Chapter xx E The expectations operator ek Endowment of agent k in state of nature θ θ f Futures position (Chapter 16); pf Price of a futures contract (Chapter 16) F, G Cumulative distribution functions associated with densities: f, g Probability density functions K The strike or exercise price of an option K(˜) Kurtosis of the random variable x x ˜ L A lottery L Lagrangian m Pricing kernel M The market portfolio k M Uθ Marginal utility of agent k in state θ p Price of an arbitrary asset P Measure of Absolute Prudence q Arrow-Debreu price qb Price of risk-free discount bond, occasionally denoted prf e q Price of equity rf Rate of return on a risk-free asset Rf Gross rate of return on a risk-free asset r ˜ Rate of return on a risky asset ˜ R Gross...

Words: 166919 - Pages: 668

Premium Essay

Forex Derivatives

...Workbook for NISM-Series-V- A: Mutual Fund Distributors Certification Examination National Institute of Securities Markets www.nism.ac.in This workbook has been developed to assist candidates in preparing for the National Institute of Securities Markets (NISM) Certification Examination for Mutual Fund Distributors. Workbook Version: July 2011 Published by: National Institute of Securities Markets © National Institute of Securities Markets, 2010 Plot 82, Sector 17, Vashi Navi Mumbai – 400 705, India All rights reserved. Reproduction of this publication in any form without prior permission of the publishers is strictly prohibited. Disclaimer The contents of this publication do not necessarily constitute or imply its endorsement, recommendation, or favoring by the National Institute of Securities Market (NISM) or the Securities and Exchange Board of India (SEBI). This publication is meant for general reading and educational purpose only. It is not meant to serve as guide for investment. The views and opinions and statements of authors or publishers expressed herein do not constitute a personal recommendation or suggestion for any specific need of an Individual. It shall not be used for advertising or product endorsement purposes. The statements/explanations/concepts are of general nature and may not have taken into account the particular objective/ move/ aim/ need/ circumstances of individual user/ reader/ organization/ institute. Thus NISM and SEBI do not assume any...

Words: 66892 - Pages: 268

Premium Essay

Risk Management

...A Summer Training Project Report on “RISK MANAGEMENT BY INDUSIND BANK LTD.” Undertaken at INDUSIND BANK, AGRA 10th April to 10th June 2009 Submitted by SUBODH AGARWAL Enrollment no. : 4108163163 Management of Business Finance INDIAN INSTITUE OF FINANCE CORPORATE GUIDE: MR. ASHOK SHARMA ASST. MANAGER AGRA BRANCH, AGRA UTTAR PRADESH. ACKNOWLEDGEMENT Expressing gratitude is not just an exercise of formality rather doing so evokes the memories of my association with my mentors and mates. I thank Chairman Prof. J. D. Agarwal and Director Aman Agarwal for allowing me to carry out this project. I wish to express my sincere gratitude to my corporate guide, Mr. Ashok Sharma for guiding me to understand the concepts those were not clear to me. I learnt a lot from his professional sknowledge. SUBODH AGARWAL 4108163163 Management of Business Finance Preface As a part of Management of Business Finance (MBF) programme, a student has to pursue a project duly approved by the Director of the Indian Institute of Finance. I had the privilege of undertaking a project on “Risk Management by INDUSIND BANK LTD.” My project report is divided into seven chapters and they are given as under: Chapter 1 INTRODUCTION Chapter 2 Review of literature Chapter 3 Research Methodology Chapter 4 Analysis Chapter 5 Consist of Findings, Conclusion, Suggestions, Limitations SIGNATURE: Name: SUBODH AGARWAL Enrollment No.: 41O8163163 Management of Business Finance CERTIFICATE This...

Words: 47032 - Pages: 189

Premium Essay

Case

...Case 1 TEACHING NOTE KHF CORPORATION INTRODUCTION This case involves the evaluation of Kitty (Hawk Food), Inc., a restaurant food wholesaler in eastern North Carolina. The firm is experiencing difficulty paying trade debt and collecting trade receivables on time, which is causing cashflow difficulties and threatening the creditworthiness of the firm. The case should require 1 to 1 1/2 hours of outside preparation by students, and can be effectively discussed in a one-hour class. It is appropriate for managerial finance courses at the undergraduate level, and perhaps at the lower MBA level as a minor exercise. KHF Corporation is experiencing a threat to its creditworthiness due to difficulties in paying trade payables. Its colorful CEO, responsible for collections of receivables, is not providing for collections very well. He is much more of a good ole' boy marketing type. The firm is not performing very well, and faces large seasonal swings in business. The student is tasked with solving the dilemmas posed by the case. SUGGESTED TEACHING APPROACH We suggest assigning this case after coverage of a) financial statement analysis and b) opportunity cost of failing to take a cash discount. While collections of receivables and improving payments are implied as a solution to this situation, the real issue is the opportunity cost of failing to take a cash discount. 100% of the business of KHF involves credit purchases of inventory. KHF is not taking advantage...

Words: 47386 - Pages: 190

Premium Essay

Mba in Some Days

...10MBA Mini-Courses ResearchPublic SpeakingNegotiating International BusinessBusiness LawTenDay MBA DiplomaAppendix: Quantitative Analysis TablesBibliographyMBA Abbreviation LexiconIndex AcknowledgmentsAbout the AuthorPraise for the Ten-Day MBACopyrightAbout the Publisher Introduction After I earned my MBA, I had a chance to reflect on the two most exhausting and fulfilling years of my life. As I reviewed my course notes, I realized that the basics of an MBA education were quite simple and could easily be understood by a wider audience. Thousands of Ten-Day MBA readers have proven it! Readers are applying their MBA knowledge every day to their own business situations. Not only useful in the United States, The Ten-Day MBA has been translated into many languages around the world. So many people are curious about business education, including doctors, lawyers, businesspeople, and aspiring MBAs. This book answers their questions. The Ten-Day MBA really delivers useful information quickly and easily. Current MBA students have written me that they even use the book to review for exams. Ten-Day MBAs are “walking the walk and talking the talk” of MBAs every business day. It’s proven that this book can work for you. Written for the impatient student, The Ten-Day MBA allows readers to really grasp the fundamentals of an MBA without losing two years’ wages and incurring an $80,000 debt for tuition and expenses. Prospective MBAs can use this book to see if a two-year investment is worth...

Words: 96678 - Pages: 387

Premium Essay

Manager

...10MBA Mini-Courses ResearchPublic SpeakingNegotiating International BusinessBusiness LawTenDay MBA DiplomaAppendix: Quantitative Analysis TablesBibliographyMBA Abbreviation LexiconIndex AcknowledgmentsAbout the AuthorPraise for the Ten-Day MBACopyrightAbout the Publisher Introduction After I earned my MBA, I had a chance to reflect on the two most exhausting and fulfilling years of my life. As I reviewed my course notes, I realized that the basics of an MBA education were quite simple and could easily be understood by a wider audience. Thousands of Ten-Day MBA readers have proven it! Readers are applying their MBA knowledge every day to their own business situations. Not only useful in the United States, The Ten-Day MBA has been translated into many languages around the world. So many people are curious about business education, including doctors, lawyers, businesspeople, and aspiring MBAs. This book answers their questions. The Ten-Day MBA really delivers useful information quickly and easily. Current MBA students have written me that they even use the book to review for exams. Ten-Day MBAs are “walking the walk and talking the talk” of MBAs every business day. It’s proven that this book can work for you. Written for the impatient student, The Ten-Day MBA allows readers to really grasp the fundamentals of an MBA without losing two years’ wages and incurring an $80,000 debt for tuition and expenses. Prospective MBAs can use this book to see if a two-year investment is worth...

Words: 97445 - Pages: 390

Premium Essay

Bis Paper 65 Threat of Fiscal Dominance?

...Threat of fiscal dominance? A BIS/OECD workshop on policy interactions between fiscal policy, monetary policy and government debt management after the financial crisis Basel, 2 December 2011 Monetary and Economic Department May 2012 Papers in this volume were prepared for the joint BIS and OECD workshop on “Policy interaction: fiscal policy, monetary policy and government debt management”, held in Basel on 2 December 2011. The views expressed are those of the authors and do not necessarily reflect the views of the BIS or the central banks represented at the meeting. Individual papers (or excerpts thereof) may be reproduced or translated with the authorisation of the authors concerned. This publication is available on the BIS website (www.bis.org). © Bank for International Settlements 2012. All rights reserved. Brief excerpts may be reproduced or translated provided the source is stated. ISSN 1609-0381 (print) ISBN 92-9131-135-9 (print) ISSN 1682 7651 (online) ISBN 92-9197-135-9 (online) Preface The massive expansion of central bank balance sheets to contain the worst financial crisis in living memory raises questions about the theory and practice of monetary policy. The persistence in many advanced countries of large fiscal deficits and the prospect of high public debt/GDP ratios for many years is likely, at some point, to create policy dilemmas not only for central banks but also for public debt managers. Some countries have already had to cope with higher...

Words: 122666 - Pages: 491

Premium Essay

Private Equity

...Venture Capital and Private Equity Contracting This page intentionally left blank Venture Capital and Private Equity Contracting An International Perspective Douglas J. Cumming Associate Professor and Ontario Research Chair, York University – Schulich School of Business, Toronto, Ontario, Canada Sofia A. Johan Senior Research Fellow, Tilburg Law and Economic Centre (TILEC), Tilburg, The Netherlands AMSTERDAM • BOSTON • HEIDELBERG • LONDON • NEW YORK • OXFORD PARIS • SAN DIEGO • SAN FRANCISCO • SINGAPORE • SYDNEY • TOKYO Academic Press is an imprint of Elsevier Academic Press is an imprint of Elsevier. 30 Corporate Drive, Suite 400, Burlington, MA 01803, USA 525 B Street, Suite 1900, San Diego, California 92101-4495, USA 84 Theobald’s Road, London WC1X 8RR, UK Copyright © 2009, Elsevier Inc. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Permissions may be sought directly from Elsevier's Science & Technology Rights Department in Oxford, UK: phone: ( 44) 1865 843830, fax: ( 44) 1865 853333, E-mail: permissions@elsevier.com. You may also complete your request online via the Elsevier homepage (http://elsevier.com), by selecting “Support & Contact” then “Copyright and Permission” and then “Obtaining Permissions.” Library of Congress Cataloging-in-Publication...

Words: 236635 - Pages: 947

Premium Essay

An Analysis of the Impact of Risk Exposure to the Performance of Banks in Nigeria

...AN ANALYSIS OF THE IMPACT OF RISK EXPOSURE TO THE PERFORMANCE OF BANKS IN NIGERIA CERTIFICATION I certify that this research work was carried out by MR ABOYARIN SALAMI TUNDE with Matriculation No.; 109025160 of the Department of Finance, Faculty of Business Administration, University of Lagos, Akoka, Lagos. __________________________ ______________ DR. LEKAN OBADEMI DATE _______________________ ____________ PROF. W. IYIEGBUNIWE DATE HOD DEPARTMENT OF FINANCE _______________________ ____________ EXTERNAL EXAMINER DATE DEDICATION This project work is dedicated to the Glory of ALMIGHTY ALLAH (SWT) to Him I say as always; ALHAMDULILAHI ROBIL ALAMIN!!! Special dedication also goes to the memory of my late father; Alhaji R.S.A Aboyarin. I pray his soul finds forgiveness and mercy before Allah (Amin. ACKNOWLEDGEMENT CHAPTER ONE 1.0: INTRODUCTION AND BACKGROUND TO THE STUDY Banks are germane to economic development through the financial services they provide. Their intermediation role can be said to be a catalyst for economic growth and development. The efficient and effective performance of the banking industry over time is an index of financial stability in any nation. The extent to which a bank extends credit to the public for productive activities accelerates the pace of a nation’s economic growth and its long-term sustainability. Amongst the...

Words: 14126 - Pages: 57

Premium Essay

Hedge Fund

...Table  of  Contents   EXECUTIVE  SUMMARY  ..........................................................................................................................................................  1   INTRODUCING  HEDGE  FUNDS  ............................................................................................................................................  2   ORIGINS  OF  HEDGE  FUNDS  ..................................................................................................................................................  3   STRUCTURES  OF  HEDGE  FUNDS  ........................................................................................................................................  6   ROLE  OF  PRIME  BROKERS  ...................................................................................................................................................  9   FEE  STRUCTURES  OF  HEDGE  FUNDS  ..............................................................................................................................  11   MAJOR  HEDGE  FUNDS  .........................................................................................................................................................  13   BALANCE  SHEET  OF  A  HEDGE  FUND  ....................................................................

Words: 22449 - Pages: 90

Premium Essay

Chin

...Preface Let me begin this preface with a confession of a few of my own biases. First, I believe that theory and the models that flow from it should provide the tools to understand, analyze, and solve problems. The test of a model or theory then should not be based on its elegance but on its usefulness in problem solving. Second, there is little in corporate financial theory that is new and revolutionary. The core principles of corporate finance are common sense and have changed little over time. That should not be surprising. Corporate finance is only a few decades old, and people have been running businesses for thousands of years; it would be exceedingly presumptuous of us to believe that they were in the dark until corporate finance theorists came along and told them what to do. To be fair, it is true that corporate financial theory has made advances in taking commonsense principles and providing structure, but these advances have been primarily on the details. The story line in corporate finance has remained remarkably consistent over time. Talking about story lines allows me to set the first theme of this book. This book tells a story, which essentially summarizes the corporate finance view of the world. It classifies all decisions made by any business into three groups—decisions on where to invest the resources or funds that the business has raised, either internally or externally (the investment decision), decisions on where and how to raise funds to finance...

Words: 83043 - Pages: 333