Correlation Between Alliance Data and Taiwan Semiconductor

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

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

Diversification Opportunities for Alliance Data and Taiwan Semiconductor

0.07

Correlation Coefficient

Alliance Data  Taiwan Semiconductor

Significant diversification

The 3 months correlation between Alliance and Taiwan is 0.07. Overlapping area represents the amount of risk that can be diversified away by holding Alliance Data Systems and Taiwan Semiconductor Manufactu in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and Alliance Data 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 Alliance Data Systems 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 Alliance Data i.e., Alliance Data and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between Alliance Data and Taiwan Semiconductor

Assuming the 90 days trading horizon Alliance Data is expected to generate 1.85 times less return on investment than Taiwan Semiconductor. In addition to that, Alliance Data is 1.33 times more volatile than Taiwan Semiconductor Manufacturing. It trades about 0.02 of its total potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about 0.06 per unit of volatility. If you would invest  16,940  in Taiwan Semiconductor Manufacturing on August 31, 2024 and sell it today you would earn a total of  1,290  from holding Taiwan Semiconductor Manufacturing or generate 7.62% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Insignificant
Accuracy	98.44%
Values	Daily Returns

Alliance Data Systems  vs.  Taiwan Semiconductor Manufactu

Alliance Data Systems

Risk-Adjusted Performance

1 of 100

Weak

Compared to the overall equity markets, risk-adjusted returns on investments in Alliance Data Systems are ranked lower than 1 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively stable basic indicators, Alliance Data is not utilizing all of its potentials. The newest stock price uproar, may contribute to short-horizon losses for the private investors.

Taiwan Semiconductor

Risk-Adjusted Performance

4 of 100

Insignificant

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 4 (%) of all global equities and portfolios over the last 90 days. Despite quite unsteady essential indicators, Taiwan Semiconductor may actually be approaching a critical reversion point that can send shares even higher in December 2024.

Pair Trading with Alliance Data and Taiwan Semiconductor

The main advantage of trading using opposite Alliance Data and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Alliance Data 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 Alliance Data Systems 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.

Check out your portfolio center.

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 Watchlist Optimization module to optimize watchlists to build efficient portfolios or rebalance existing positions based on the mean-variance optimization algorithm.