Correlation Between Valneva SE and Taiwan Semiconductor

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

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

Diversification Opportunities for Valneva SE and Taiwan Semiconductor

-0.38

Correlation Coefficient

Valneva SE  Taiwan Semiconductor

Very good diversification

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

Pair Corralation between Valneva SE and Taiwan Semiconductor

Given the investment horizon of 90 days Valneva SE ADR is expected to under-perform the Taiwan Semiconductor. In addition to that, Valneva SE is 1.59 times more volatile than Taiwan Semiconductor Manufacturing. It trades about -0.05 of its total potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about 0.1 per unit of volatility. If you would invest  7,351  in Taiwan Semiconductor Manufacturing on September 19, 2024 and sell it today you would earn a total of  12,715  from holding Taiwan Semiconductor Manufacturing or generate 172.97% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Insignificant
Accuracy	99.8%
Values	Daily Returns

Valneva SE ADR  vs.  Taiwan Semiconductor Manufactu

Valneva SE ADR

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Valneva SE ADR has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of uncertain performance in the last few months, the Stock's essential indicators remain very healthy which may send shares a bit higher in January 2025. The recent disarray may also be a sign of long period up-swing for the firm investors.

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 may actually be approaching a critical reversion point that can send shares even higher in January 2025.

Pair Trading with Valneva SE and Taiwan Semiconductor

The main advantage of trading using opposite Valneva SE and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Valneva SE 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 Valneva SE ADR 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 Balance Of Power module to check stock momentum by analyzing Balance Of Power indicator and other technical ratios.