Correlation Between American Airlines and Taiwan Semiconductor

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

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

Diversification Opportunities for American Airlines and Taiwan Semiconductor

0.85

Correlation Coefficient

American Airlines  Taiwan Semiconductor

Very poor diversification

The 3 months correlation between American and Taiwan is 0.85. Overlapping area represents the amount of risk that can be diversified away by holding American Airlines Group and Taiwan Semiconductor Manufactu in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and American Airlines 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 American Airlines Group are associated (or correlated) with Taiwan Semiconductor. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Taiwan Semiconductor has no effect on the direction of American Airlines i.e., American Airlines and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between American Airlines and Taiwan Semiconductor

Assuming the 90 days trading horizon American Airlines Group is expected to generate 1.18 times more return on investment than Taiwan Semiconductor. However, American Airlines is 1.18 times more volatile than Taiwan Semiconductor Manufacturing. It trades about 0.28 of its potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about 0.16 per unit of risk. If you would invest  6,078  in American Airlines Group on September 20, 2024 and sell it today you would earn a total of  4,166  from holding American Airlines Group or generate 68.54% return on investment over 90 days.

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

American Airlines Group  vs.  Taiwan Semiconductor Manufactu

American Airlines

Risk-Adjusted Performance

22 of 100

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in American Airlines Group are ranked lower than 22 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak essential indicators, American Airlines sustained solid returns over the last few months and may actually be approaching a breakup point.

Taiwan Semiconductor

Risk-Adjusted Performance

12 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 12 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak primary indicators, Taiwan Semiconductor sustained solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with American Airlines and Taiwan Semiconductor

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

The idea behind American Airlines Group and Taiwan Semiconductor Manufacturing 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 Sign In To Macroaxis module to sign in to explore Macroaxis' wealth optimization platform and fintech modules.