Correlation Between Taiwan Semiconductor and Harmony Gold

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

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

Diversification Opportunities for Taiwan Semiconductor and Harmony Gold

-0.86

Correlation Coefficient

Taiwan Semiconductor  Harmony Gold

Pay attention - limited upside

The 3 months correlation between Taiwan and Harmony is -0.86. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Harmony Gold Mining in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Harmony Gold Mining and Taiwan Semiconductor 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 Taiwan Semiconductor Manufacturing are associated (or correlated) with Harmony Gold. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Harmony Gold Mining has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Harmony Gold go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Harmony Gold

Assuming the 90 days trading horizon Taiwan Semiconductor Manufacturing is expected to generate 0.58 times more return on investment than Harmony Gold. However, Taiwan Semiconductor Manufacturing is 1.72 times less risky than Harmony Gold. It trades about 0.37 of its potential returns per unit of risk. Harmony Gold Mining is currently generating about -0.09 per unit of risk. If you would invest  13,174  in Taiwan Semiconductor Manufacturing on April 20, 2025 and sell it today you would earn a total of  8,126  from holding Taiwan Semiconductor Manufacturing or generate 61.68% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Significant
Accuracy	100.0%
Values	Daily Returns

Taiwan Semiconductor Manufactu  vs.  Harmony Gold Mining

Taiwan Semiconductor

Risk-Adjusted Performance

Strong

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 29 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile technical and fundamental indicators, Taiwan Semiconductor reported solid returns over the last few months and may actually be approaching a breakup point.

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

Pair Trading with Taiwan Semiconductor and Harmony Gold

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

The idea behind Taiwan Semiconductor Manufacturing and Harmony Gold Mining 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 ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.