Correlation Between Yamaha and Volkswagen

Can any of the company-specific risk be diversified away by investing in both Yamaha and Volkswagen 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 Yamaha and Volkswagen into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Yamaha Motor Co and Volkswagen AG 110, you can compare the effects of market volatilities on Yamaha and Volkswagen 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 Yamaha with a short position of Volkswagen. Check out your portfolio center. Please also check ongoing floating volatility patterns of Yamaha and Volkswagen.

Diversification Opportunities for Yamaha and Volkswagen

-0.44

Correlation Coefficient

Yamaha  Volkswagen

Very good diversification

The 3 months correlation between Yamaha and Volkswagen is -0.44. Overlapping area represents the amount of risk that can be diversified away by holding Yamaha Motor Co and Volkswagen AG 110 in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Volkswagen AG 110 and Yamaha 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 Yamaha Motor Co are associated (or correlated) with Volkswagen. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Volkswagen AG 110 has no effect on the direction of Yamaha i.e., Yamaha and Volkswagen go up and down completely randomly.

Pair Corralation between Yamaha and Volkswagen

Assuming the 90 days horizon Yamaha is expected to generate 48.38 times less return on investment than Volkswagen. But when comparing it to its historical volatility, Yamaha Motor Co is 1.01 times less risky than Volkswagen. It trades about 0.0 of its potential returns per unit of risk. Volkswagen AG 110 is currently generating about 0.11 of returns per unit of risk over similar time horizon. If you would invest  936.00  in Volkswagen AG 110 on December 30, 2024 and sell it today you would earn a total of  131.00  from holding Volkswagen AG 110 or generate 14.0% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Very Weak
Accuracy	98.39%
Values	Daily Returns

Yamaha Motor Co  vs.  Volkswagen AG 110

Yamaha Motor

Risk-Adjusted Performance

Very Weak

Over the last 90 days Yamaha Motor Co has generated negative risk-adjusted returns adding no value to investors with long positions. Despite nearly stable technical indicators, Yamaha is not utilizing all of its potentials. The current stock price disturbance, may contribute to mid-run losses for the stockholders.

Volkswagen AG 110

Risk-Adjusted Performance

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Volkswagen AG 110 are ranked lower than 8 (%) of all global equities and portfolios over the last 90 days. In spite of fairly weak technical and fundamental indicators, Volkswagen showed solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Yamaha and Volkswagen

The main advantage of trading using opposite Yamaha and Volkswagen positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Yamaha position performs unexpectedly, Volkswagen 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 Volkswagen will offset losses from the drop in Volkswagen's long position.

The idea behind Yamaha Motor Co and Volkswagen AG 110 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.

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 Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.