Correlation Between Taiwan Semiconductor and Arm Holdings

Can any of the company-specific risk be diversified away by investing in both Taiwan Semiconductor and Arm 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 Taiwan Semiconductor and Arm Holdings 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 Arm Holdings plc, you can compare the effects of market volatilities on Taiwan Semiconductor and Arm 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 Taiwan Semiconductor with a short position of Arm Holdings. Check out your portfolio center. Please also check ongoing floating volatility patterns of Taiwan Semiconductor and Arm Holdings.

Diversification Opportunities for Taiwan Semiconductor and Arm Holdings

0.44

Correlation Coefficient

Taiwan Semiconductor  Arm Holdings

Very weak diversification

The 3 months correlation between Taiwan and Arm is 0.44. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Arm Holdings plc in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Arm Holdings plc 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 Arm Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Arm Holdings plc has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Arm Holdings go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Arm Holdings

Considering the 90-day investment horizon Taiwan Semiconductor is expected to generate 1.67 times less return on investment than Arm Holdings. But when comparing it to its historical volatility, Taiwan Semiconductor Manufacturing is 2.27 times less risky than Arm Holdings. It trades about 0.1 of its potential returns per unit of risk. Arm Holdings plc is currently generating about 0.07 of returns per unit of risk over similar time horizon. If you would invest  6,359  in Arm Holdings plc on September 12, 2024 and sell it today you would earn a total of  7,370  from holding Arm Holdings plc or generate 115.9% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Weak
Accuracy	88.92%
Values	Daily Returns

Taiwan Semiconductor Manufactu  vs.  Arm Holdings plc

Taiwan Semiconductor

Risk-Adjusted Performance

6 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. In spite of very weak basic indicators, Taiwan Semiconductor displayed solid returns over the last few months and may actually be approaching a breakup point.

Arm Holdings plc

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Arm Holdings plc has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of very healthy basic indicators, Arm Holdings is not utilizing all of its potentials. The current stock price disarray, may contribute to short-term losses for the investors.

Pair Trading with Taiwan Semiconductor and Arm Holdings

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

The idea behind Taiwan Semiconductor Manufacturing and Arm Holdings plc 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 Analyzer module to portfolio analysis module that provides access to portfolio diagnostics and optimization engine.