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More Praise for Modern Investment Management "This book is likely to become the bible of quantitative investment management." -Philippe


Jorion Professor of Finance Graduate School of Management University of California-Irvine "A readable book, aimed at the serious investor. It is a comprehensive guide that takes the reader from the theoretical and conceptual all the way through practical application. Our company has been researching and evaluating investment managers for more than 30 years, and yet I am eager to incorporate the insights found in this book into our work (read all about ...)


The insights of Modern Portfolio Theory 23 to portfolio construction, which suggests an unrealistic reliance on developing


expected return assumptions for all assets and on the use portfolio optimizers. SUMMARY Risk is a scarce resource that needs to be allocated in ways that maximize expected return. The single condition that characterizes optimal portfolios is that at the margin the ratio of the change in expected excess return to the contribution to portfolio risk must be the same for every asset or investment activity (read all about investment opportunity)


6 Global Equilibrium Expected Returns Bob Litterman T he domestic Capital Asset Pricing Model (CAPM) is a


very good starting point for a global equilibrium model. In fact, to the extent that all people around the globe share a common utility function the domestic CAPM extends quite naturally to the global context. We can think of individuals in a global economy investing in global assets and consuming a common global basket of goods and services. Just as in the domestic context, risk premiums should be proportional to the covariance of each asset's returns with the global market portfolio (read all about investment opportunities boom)


TABLE 7.8 Effect of Parameter Changes on View Weights Expected Return Confidence Weights on Views   Scenario


View 1 View 2 View 1 View 2 Correlation View 1 View 2 Equilibrium 0.80% 0.40% 0 0 0 0.00% 0.00% Base case 0.80 0.40 4 4 0 5 (read all about to investing)


12 The Value of Uncorrected Sources of Return Bob Litterman When do uncorrected assets add value to a portfolio?


In the CAPM equilibrium, assets whose returns are not correlated with the market portfolio have zero expected excess return. This result, which was shown in Chapter 4, should give pause to those, such as ourselves, who hope to use uncorrected assets to add value to portfolios. The CAPM theory implies that in equilibrium uncorrelated assets have no particular value in portfolio construction (read all about management lawful)


186 RISK BUDGETING   TABLE 13.9 Normalized Active Confidence Levels and Active


Risk Budget Confidence Relative to U.S. Large Cap . . s F Active U.S. Large Cap Equity U.S. Small Cap Equity International Equity Emerging Markets Equity Core+ Fixed Income High Yield Overlay   Historical IR Equal Net IR Risk Budget 1.00 1.00 50 (read all about first hand investing)


218 RISK BUDGETING TABLE 15.2 ABC Pension Plan Green Sheet Annualized Tracking Error    


    Last Last Last Last Last Last Month to Date           20D (bps) 60D (bps) 12M (bps) 20D/ Target 60D/ Target 12 M/ Target     ER (bps) Portfolio Benchmark MTD YTD SI             P(%) B(%)   US Equity- R1000       95 13 01 101 1 (read all about funds profitable)


17 Risk Monitoring and Performance Measurement Jacob Rosengarten and Peter Zangari OVERVIEW The Oxford English Dictionary describes risk


as: a) the chance or hazard of commercial loss; also . . . bj. . . the chance that is accepted in economic enterprise and considered the source of (an entrepreneur's) profit. This definition asserts that risk reveals itself in the form of uncertainty. This uncertainty of loss, which risk professionals quantify using the laws of probability, represents the cost that businesses accept to produce profit (read all about asset management first hand)


310 RISK BUDGETING Peiifld 0701 02 M 1ft 02 Report Bate Sep 30. 2802 Published Al'plieii   Re-turn


Summary M.-in.njsil Benchinaik Active Co mi hulk ii PACE: -16 07 % -17 23 % 1 21 % Over Weiylir   -7 13% Published: -16 07% -17 28 % 1 21 % Unilei Weil]lit   3 34% Diffeience: Obp Obp Obp Sum :   1 21 %       Auy M ii lijietf Auy Benchmark AlIU Acliue IP HP   ■j* t>r Mqd Wt fitfrll? Bemli Wt Coin lib ActiueWt taittrib   1%) i Media £ Communication 11 96J ■1 99% 6 (read all about how to invest best)


Equity Risk Factor Models 341 group H. The second group contains assets that fall in the bottom half of all assets ranked


by E/P. We refer to these assets as group L. 3.   Use the market values and returns on each asset to form group returns. That is, we compute the return on group H and group L, respectively. 4.   The return to the value factor is defined as the difference between the return on group H and the return on group L. The return H minus L represents a return on a zero investment strategy that is long the high E/P assets and short the low E/P assets (read all about ...)


Equity Risk Factor Models 371 capitalization values, we need to impose two restrictions: (1) the sum of the market capitalization weighted


industry factor returns is equal to zero, and (2) the sum of market capitalization weighted country factor returns is equal to zero. II The constant in this regression is equal to the value-weighted return on the portfolio of all stocks in the cross-sectional regression. One interpretation is that the constant is the "global" factor return (read all about how boom invest)


404 TRADITIONAL INVESTMENTS such references could signal a problem. If a portfolio manager rarely uses sell-side research, such


as a quantitative manager that relies on purely objective data or a bottom-up manager that relies solely on its own research, he or she should be able to provide excellent corporate management references. As always, one must be cognizant of the biases imbedded in these views. Sell-side analysts may want to direct new business to their largest client, and corporate management may have similar interests in mind; for example, they may be quite favorable if a manager own a large stake in their business (read all about ...)


Global Tactical Asset Allocation 469 portfolio is to minimize the disruption to underlying portfolio managers, since a


GTAA account can often be carved out of existing cash assets in a portfolio. The actual size requirements vary depending on the degree of completion required, the amount of active risk desired, and the sensitivity of the client to making periodic contributions to the strategy. As a general rule of thumb, a pure overlay portfolio requires a minimum of 3 percent capital for every 1 percent active risk, and the completion portfolio requires about 1 percent (read all about ...)


502 ALTERNATIVE ASSET CLASSES benchmark. Active management itself ranges from enhanced indexing to pure active management. With


enhanced indexing, the investment manager aims to closely replicate index returns, volatility, and correlation characteristics while adding a small amount of alpha. In contrast, in pure active management, the investor pays no attention to any benchmark and simply attempts to generate returns by the implementation of his or her views. Hedge funds are designed to represent this purest form of active management (read all about ...)


investing for Real After-Tax Results 535 Chapter 30 reviews the historic returns of U.S. stocks, bonds, and bills over


the past 76 years and adjusts these returns for the impact of income taxes and inflation. These adjusted returns are used to create an efficient frontier that plots expected future real after-tax wealth against volatility in the distribution of expected future wealth. This will be based on just these three asset classes. Our analysis will demonstrate that the conversion from nominal pretax returns to real after-tax returns reduces the perceived riskiness of stocks and increases the perceived riskiness of bills (read all about return world investment)


Asset Allocation and Location 567 401(K) PLAN A 401(k) plan is a common retirement savings vehicle. This vehicle allows


investors to defer tax on salary income contributed to the plan and allows for tax deferral on all income and gains earned within the plan until they are withdrawn. When money is withdrawn it will be subject to ordinary income tax regardless of the nature of returns within the plan. Investors generally must begin to withdraw assets when they reach age 70. The advantage of a 401 (k) is tax deferral and the pretax compounding that it allows (read all about how profitable invest)