Correlation Between Harmony Gold and Shoprite Holdings

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

Diversification Opportunities for Harmony Gold and Shoprite Holdings

-0.71

Correlation Coefficient

Harmony Gold  Shoprite Holdings

Pay attention - limited upside

The 3 months correlation between Harmony and Shoprite is -0.71. Overlapping area represents the amount of risk that can be diversified away by holding Harmony Gold Mining and Shoprite Holdings Limited in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Shoprite Holdings 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 Shoprite Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Shoprite Holdings has no effect on the direction of Harmony Gold i.e., Harmony Gold and Shoprite Holdings go up and down completely randomly.

Pair Corralation between Harmony Gold and Shoprite Holdings

Assuming the 90 days horizon Harmony Gold Mining is expected to generate 1.21 times more return on investment than Shoprite Holdings. However, Harmony Gold is 1.21 times more volatile than Shoprite Holdings Limited. It trades about 0.09 of its potential returns per unit of risk. Shoprite Holdings Limited is currently generating about 0.05 per unit of risk. If you would invest  375.00  in Harmony Gold Mining on September 24, 2024 and sell it today you would earn a total of  575.00  from holding Harmony Gold Mining or generate 153.33% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Weak
Accuracy	77.61%
Values	Daily Returns

Harmony Gold Mining  vs.  Shoprite Holdings Limited

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 nearly stable fundamental indicators, Harmony Gold is not utilizing all of its potentials. The recent stock price disturbance, may contribute to mid-run losses for the stockholders.

Shoprite Holdings

Risk-Adjusted Performance

0 of 100

Solid

Over the last 90 days Shoprite Holdings Limited has generated negative risk-adjusted returns adding no value to investors with long positions. Despite nearly weak technical and fundamental indicators, Shoprite Holdings may actually be approaching a critical reversion point that can send shares even higher in January 2025.

Pair Trading with Harmony Gold and Shoprite Holdings

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

The idea behind Harmony Gold Mining and Shoprite Holdings Limited 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 Watchlist Optimization module to optimize watchlists to build efficient portfolios or rebalance existing positions based on the mean-variance optimization algorithm.