Indices With a Weight Problem
The nation's tabloids are more than eager to discuss the weight problems of Keira Knightley and Kirstie Alley, but do they discuss the problems and opportunities created by different indices' disparate weighting schemes?
The answer, sadly, is no. Yet some very real trading opportunities are created by nothing more than the way indices are constructed. The S&P 500 Index, the default benchmark for many institutions, is capitalization-weighted. Each stock's weight in the index is based on its price multiplied by the number of shares outstanding, divided by the total market capitalization of all stocks in the index. The Dow Jones Industrial Average, in contrast, is a price-weighted index. It is calculated by summing the prices of the 30 stocks in the index and dividing by a divisor, now .12493117, that reflects the impact of splits and stock dividends. The more expensive a stock is, the greater its weight in the Dow Industrial Average. The relative weights of the 30 Dow stocks in both indices are presented in the chart below.| Comparative Weights in Dow Industrials and S&P 500 |
| Click here for larger image. |
| Source: Bloomberg |
The Embedded Option
The systematic impact of differential weighting over time should lead to a higher actual volatility for the Dow, and it does. Its standard deviation of returns since August 1974 has been 1.021725 times as great as that of the S&P 500; we will use this number in a trade illustration below. And even though the indices track each other remarkably well over long periods of time, considering their significant differences, they should not be viewed as substitutes for one another on a daily basis. If they were, we should expect both the regression coefficient and the r-squared to be far closer to one than the .855 and .7639 shown.| Indices Are Not Substitutes |
| Click here for larger image. |
| Source: Bloomberg |
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| Dow Jones | S&P 500 | NASDAQ | 10-Year Note | |
|---|---|---|---|---|
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