Correlation Between Warner Music and Harmony Gold

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

By analyzing existing cross correlation between Warner Music Group and Harmony Gold Mining, you can compare the effects of market volatilities on Warner Music and Harmony Gold 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 Warner Music with a short position of Harmony Gold. Check out your portfolio center. Please also check ongoing floating volatility patterns of Warner Music and Harmony Gold.

Diversification Opportunities for Warner Music and Harmony Gold

-0.29

Correlation Coefficient

Warner Music  Harmony Gold

Very good diversification

The 3 months correlation between Warner and Harmony is -0.29. Overlapping area represents the amount of risk that can be diversified away by holding Warner Music Group and Harmony Gold Mining in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Harmony Gold Mining and Warner Music 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 Warner Music Group are associated (or correlated) with Harmony Gold. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Harmony Gold Mining has no effect on the direction of Warner Music i.e., Warner Music and Harmony Gold go up and down completely randomly.

Pair Corralation between Warner Music and Harmony Gold

Assuming the 90 days horizon Warner Music is expected to generate 12.84 times less return on investment than Harmony Gold. But when comparing it to its historical volatility, Warner Music Group is 1.75 times less risky than Harmony Gold. It trades about 0.01 of its potential returns per unit of risk. Harmony Gold Mining is currently generating about 0.07 of returns per unit of risk over similar time horizon. If you would invest  341.00  in Harmony Gold Mining on October 11, 2024 and sell it today you would earn a total of  454.00  from holding Harmony Gold Mining or generate 133.14% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Insignificant
Accuracy	100.0%
Values	Daily Returns

Warner Music Group  vs.  Harmony Gold Mining

Warner Music Group

Risk-Adjusted Performance

6 of 100

Modest

Compared to the overall equity markets, risk-adjusted returns on investments in Warner Music Group are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile basic indicators, Warner Music may actually be approaching a critical reversion point that can send shares even higher in February 2025.

Harmony Gold Mining

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Harmony Gold Mining has generated negative risk-adjusted returns adding no value to investors with long positions. Despite latest unsteady performance, the Stock's basic indicators remain stable and the current disturbance on Wall Street may also be a sign of long-run gains for the company stockholders.

Pair Trading with Warner Music and Harmony Gold

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

The idea behind Warner Music Group and Harmony Gold Mining 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.

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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 Share Portfolio module to track or share privately all of your investments from the convenience of any device.