Correlation Between Harmony Gold and Highway Holdings

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

Diversification Opportunities for Harmony Gold and Highway Holdings

0.27

Correlation Coefficient

Harmony Gold  Highway Holdings

Modest diversification

The 3 months correlation between Harmony and Highway is 0.27. Overlapping area represents the amount of risk that can be diversified away by holding Harmony Gold Mining and Highway Holdings Limited in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Highway 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 Highway Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Highway Holdings has no effect on the direction of Harmony Gold i.e., Harmony Gold and Highway Holdings go up and down completely randomly.

Pair Corralation between Harmony Gold and Highway Holdings

Assuming the 90 days horizon Harmony Gold Mining is expected to under-perform the Highway Holdings. But the pink sheet apears to be less risky and, when comparing its historical volatility, Harmony Gold Mining is 1.25 times less risky than Highway Holdings. The pink sheet trades about -0.02 of its potential returns per unit of risk. The Highway Holdings Limited is currently generating about 0.03 of returns per unit of risk over similar time horizon. If you would invest  183.00  in Highway Holdings Limited on September 18, 2024 and sell it today you would earn a total of  7.00  from holding Highway Holdings Limited or generate 3.83% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Very Weak
Accuracy	96.83%
Values	Daily Returns

Harmony Gold Mining  vs.  Highway 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 current stock price disturbance, may contribute to mid-run losses for the stockholders.

Highway Holdings

Risk-Adjusted Performance

2 of 100

Weak

Compared to the overall equity markets, risk-adjusted returns on investments in Highway Holdings Limited are ranked lower than 2 (%) of all global equities and portfolios over the last 90 days. In spite of very unfluctuating technical indicators, Highway Holdings may actually be approaching a critical reversion point that can send shares even higher in January 2025.

Pair Trading with Harmony Gold and Highway Holdings

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

The idea behind Harmony Gold Mining and Highway 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 Portfolio Optimization module to compute new portfolio that will generate highest expected return given your specified tolerance for risk.