Correlation Between GM and Caterpillar
Can any of the company-specific risk be diversified away by investing in both GM and Caterpillar at the same time? Although using a correlation coefficient on its own may not help to predict future stock returns, this module helps to understand the diversifiable risk of combining GM and Caterpillar into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between General Motors and Caterpillar, you can compare the effects of market volatilities on GM and Caterpillar and check how they will diversify away market risk if combined in the same portfolio for a given time horizon. You can also utilize pair trading strategies of matching a long position in GM with a short position of Caterpillar. Check out your portfolio center. Please also check ongoing floating volatility patterns of GM and Caterpillar.
Diversification Opportunities for GM and Caterpillar
0.45 | Correlation Coefficient |
Very weak diversification
The 3 months correlation between GM and Caterpillar is 0.45. Overlapping area represents the amount of risk that can be diversified away by holding General Motors and Caterpillar in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Caterpillar and GM is a relative statistical measure of the degree to which these equity instruments tend to move together. The correlation coefficient measures the extent to which returns on General Motors are associated (or correlated) with Caterpillar. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Caterpillar has no effect on the direction of GM i.e., GM and Caterpillar go up and down completely randomly.
Pair Corralation between GM and Caterpillar
Allowing for the 90-day total investment horizon General Motors is expected to generate 1.2 times more return on investment than Caterpillar. However, GM is 1.2 times more volatile than Caterpillar. It trades about 0.12 of its potential returns per unit of risk. Caterpillar is currently generating about 0.13 per unit of risk. If you would invest 5,197 in General Motors on August 31, 2024 and sell it today you would earn a total of 353.00 from holding General Motors or generate 6.79% return on investment over 90 days.
| Time Period | 3 Months [change] |
| Direction | Moves Together |
| Strength | Weak |
| Accuracy | 100.0% |
| Values | Daily Returns |
General Motors vs. Caterpillar
Performance |
| Timeline |
| General Motors |
| Caterpillar |
GM and Caterpillar Volatility Contrast
Predicted Return Density |
| Returns |
Pair Trading with GM and Caterpillar
The main advantage of trading using opposite GM and Caterpillar positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if GM position performs unexpectedly, Caterpillar can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Caterpillar will offset losses from the drop in Caterpillar's long position.The idea behind General Motors and Caterpillar pairs trading is to make the combined position market-neutral, meaning the overall market's direction will not affect its win or loss (or potential downside or upside). This can be achieved by designing a pairs trade with two highly correlated stocks or equities that operate in a similar space or sector, making it possible to obtain profits through simple and relatively low-risk investment.| Caterpillar vs. Deere Company | Caterpillar vs. Lindsay | Caterpillar vs. Alamo Group | Caterpillar vs. Manitowoc |
Check out your portfolio center.Note that this page's information should be used as a complementary analysis to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..
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