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16 Introduction<br />

model-defined value, calendar effects, and the size effect. The last<br />

article in this section discusses some of the practical problems that<br />

arise in building predictors to include in a stock selection model.<br />

In Part 2, the emphasis shifts from security selection to portfolio<br />

construction. The first two articles here investigate the benefits for<br />

both stock selection and portfolio construction of a “holistic” ap<br />

proach to the investment task, one that views the market from<br />

unified perspective, rather than focusing more narrowly on individual<br />

segments of the market. The third article discusses the limits of<br />

portfolio risk, arguing that there be may such a thing as a portfolio that<br />

is too safe. The fourth provides a casestudy example of a portfolio<br />

construction process that aims to maximize the insights of our stock<br />

selection system by allowing portfolio weights to change aggressively<br />

as underlying economic and market conditions evolve.<br />

The articles in Part3 explore some recent developments in quantitative<br />

portfolio management. The first four articles concentrate on<br />

long-short portfolios, which can enhance the implementation of investment<br />

insights by enabling managers to sell short securities they<br />

expect to perform poorly. In these articles, we debunk some of the<br />

myths surrounding shorting and long-short portfolios, in particular,<br />

including the perceptions that long-short portfolios are necessarily<br />

riskier and costlier than long-only portfolios. We describe the mechanics<br />

of constructing market-neutral and “equitized“ longshort portfolios,<br />

and the trading required to maintain them. And we introduc<br />

concept of ”integrated optimization” for maximizing the opportunities<br />

available from long-short management.<br />

The final article this in section looks at how derivatives can be<br />

used in both long-only and long-short management to enhance<br />

formance. Derivatives have the potential to revolutionize investment<br />

management by allowing clients and managers to separate the<br />

security selection decision from the asset allocation decision.<br />

ENDNOTES<br />

1. The plot reflects the relationship:<br />

IR = IC&<br />

where IC is the information coefficient, BR is the breadth, or the<br />

number of independent insights, and IR (in this case assumed to be

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