Correlation Between Delta Air and Taiwan Semiconductor

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

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

Diversification Opportunities for Delta Air and Taiwan Semiconductor

0.38

Correlation Coefficient

Delta Air  Taiwan Semiconductor

Weak diversification

The 3 months correlation between Delta and Taiwan is 0.38. Overlapping area represents the amount of risk that can be diversified away by holding Delta Air Lines and Taiwan Semiconductor Manufactu in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and Delta Air 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 Delta Air Lines 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 Delta Air i.e., Delta Air and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between Delta Air and Taiwan Semiconductor

Assuming the 90 days trading horizon Delta Air Lines is expected to generate 0.74 times more return on investment than Taiwan Semiconductor. However, Delta Air Lines is 1.35 times less risky than Taiwan Semiconductor. It trades about 0.06 of its potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about -0.07 per unit of risk. If you would invest  121,207  in Delta Air Lines on December 2, 2024 and sell it today you would earn a total of  5,893  from holding Delta Air Lines or generate 4.86% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Very Weak
Accuracy	97.62%
Values	Daily Returns

Delta Air Lines  vs.  Taiwan Semiconductor Manufactu

Delta Air Lines

Risk-Adjusted Performance

Very Weak

Over the last 90 days Delta Air Lines has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fairly strong essential indicators, Delta Air is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

Taiwan Semiconductor

Risk-Adjusted Performance

Very Weak

Over the last 90 days Taiwan Semiconductor Manufacturing has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fairly strong basic indicators, Taiwan Semiconductor is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

Pair Trading with Delta Air and Taiwan Semiconductor

The main advantage of trading using opposite Delta Air and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Delta Air 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 Delta Air Lines 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 Portfolio Optimization module to compute new portfolio that will generate highest expected return given your specified tolerance for risk.