Correlation Between Harmony Gold and Wells Fargo

Can any of the company-specific risk be diversified away by investing in both Harmony Gold and Wells Fargo 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 Wells Fargo 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 Wells Fargo, you can compare the effects of market volatilities on Harmony Gold and Wells Fargo 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 Wells Fargo. Check out your portfolio center. Please also check ongoing floating volatility patterns of Harmony Gold and Wells Fargo.

Diversification Opportunities for Harmony Gold and Wells Fargo

-0.32

Correlation Coefficient

Harmony Gold  Wells Fargo

Very good diversification

The 3 months correlation between Harmony and Wells is -0.32. Overlapping area represents the amount of risk that can be diversified away by holding Harmony Gold Mining and Wells Fargo in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Wells Fargo 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 Wells Fargo. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Wells Fargo has no effect on the direction of Harmony Gold i.e., Harmony Gold and Wells Fargo go up and down completely randomly.

Pair Corralation between Harmony Gold and Wells Fargo

Assuming the 90 days trading horizon Harmony Gold is expected to generate 5.25 times less return on investment than Wells Fargo. In addition to that, Harmony Gold is 1.55 times more volatile than Wells Fargo. It trades about 0.03 of its total potential returns per unit of risk. Wells Fargo is currently generating about 0.21 per unit of volatility. If you would invest  1,602,500  in Wells Fargo on April 23, 2025 and sell it today you would earn a total of  452,500  from holding Wells Fargo or generate 28.24% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Insignificant
Accuracy	98.33%
Values	Daily Returns

Harmony Gold Mining  vs.  Wells Fargo

Harmony Gold Mining

Risk-Adjusted Performance

Weak

Compared to the overall equity markets, risk-adjusted returns on investments in Harmony Gold Mining are ranked lower than 1 (%) of all global equities and portfolios over the last 90 days. Despite somewhat strong basic indicators, Harmony Gold is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

Wells Fargo

Risk-Adjusted Performance

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Wells Fargo are ranked lower than 16 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak fundamental indicators, Wells Fargo sustained solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Harmony Gold and Wells Fargo

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

The idea behind Harmony Gold Mining and Wells Fargo 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 Technical Analysis module to check basic technical indicators and analysis based on most latest market data.