Correlation Between Harmony Gold and UPDATE SOFTWARE

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

Diversification Opportunities for Harmony Gold and UPDATE SOFTWARE

0.28

Correlation Coefficient

Harmony Gold  UPDATE SOFTWARE

Modest diversification

The 3 months correlation between Harmony and UPDATE is 0.28. Overlapping area represents the amount of risk that can be diversified away by holding Harmony Gold Mining and UPDATE SOFTWARE in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on UPDATE SOFTWARE 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 UPDATE SOFTWARE. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of UPDATE SOFTWARE has no effect on the direction of Harmony Gold i.e., Harmony Gold and UPDATE SOFTWARE go up and down completely randomly.

Pair Corralation between Harmony Gold and UPDATE SOFTWARE

Assuming the 90 days horizon Harmony Gold Mining is expected to under-perform the UPDATE SOFTWARE. In addition to that, Harmony Gold is 1.14 times more volatile than UPDATE SOFTWARE. It trades about -0.04 of its total potential returns per unit of risk. UPDATE SOFTWARE is currently generating about 0.01 per unit of volatility. If you would invest  1,180  in UPDATE SOFTWARE on April 24, 2025 and sell it today you would lose (8.00) from holding UPDATE SOFTWARE or give up 0.68% of portfolio value over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Very Weak
Accuracy	100.0%
Values	Daily Returns

Harmony Gold Mining  vs.  UPDATE SOFTWARE

Harmony Gold Mining

Risk-Adjusted Performance

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 uncertain 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.

UPDATE SOFTWARE

Risk-Adjusted Performance

Weak

Over the last 90 days UPDATE SOFTWARE has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of rather sound basic indicators, UPDATE SOFTWARE is not utilizing all of its potentials. The newest stock price tumult, may contribute to shorter-term losses for the shareholders.

Pair Trading with Harmony Gold and UPDATE SOFTWARE

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

The idea behind Harmony Gold Mining and UPDATE SOFTWARE 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 Price Transformation module to use Price Transformation models to analyze the depth of different equity instruments across global markets.