Correlation Between Harmony Gold and Bank of America

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

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

Diversification Opportunities for Harmony Gold and Bank of America

0.26

Correlation Coefficient

Harmony Gold  Bank of America

Modest diversification

The 3 months correlation between Harmony and Bank is 0.26. Overlapping area represents the amount of risk that can be diversified away by holding Harmony Gold Mining and Bank of America in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Bank of America and Harmony Gold 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 Harmony Gold Mining are associated (or correlated) with Bank of America. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Bank of America has no effect on the direction of Harmony Gold i.e., Harmony Gold and Bank of America go up and down completely randomly.

Pair Corralation between Harmony Gold and Bank of America

Assuming the 90 days horizon Harmony Gold Mining is expected to generate 5.83 times more return on investment than Bank of America. However, Harmony Gold is 5.83 times more volatile than Bank of America. It trades about 0.07 of its potential returns per unit of risk. Bank of America is currently generating about 0.09 per unit of risk. If you would invest  589.00  in Harmony Gold Mining on October 6, 2024 and sell it today you would earn a total of  238.00  from holding Harmony Gold Mining or generate 40.41% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Very Weak
Accuracy	76.21%
Values	Daily Returns

Harmony Gold Mining  vs.  Bank of America

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 uncertain performance in the last few months, the Stock's fundamental indicators remain nearly stable which may send shares a bit higher in February 2025. The current disturbance may also be a sign of long-run up-swing for the company stockholders.

Bank of America

Risk-Adjusted Performance

0 of 100

Very Weak

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

Pair Trading with Harmony Gold and Bank of America

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

The idea behind Harmony Gold Mining and Bank of America 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 Portfolio Comparator module to compare the composition, asset allocations and performance of any two portfolios in your account.