Correlation Between Taiwan Semiconductor and Advantech

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

Diversification Opportunities for Taiwan Semiconductor and Advantech

-0.11

Correlation Coefficient

Taiwan Semiconductor  Advantech

Good diversification

The 3 months correlation between Taiwan and Advantech is -0.11. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Advantech Co in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Advantech 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 Advantech. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Advantech has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Advantech go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Advantech

Assuming the 90 days trading horizon Taiwan Semiconductor Manufacturing is expected to generate 1.08 times more return on investment than Advantech. However, Taiwan Semiconductor is 1.08 times more volatile than Advantech Co. It trades about 0.06 of its potential returns per unit of risk. Advantech Co is currently generating about -0.03 per unit of risk. If you would invest  93,583  in Taiwan Semiconductor Manufacturing on September 3, 2024 and sell it today you would earn a total of  6,017  from holding Taiwan Semiconductor Manufacturing or generate 6.43% return on investment over 90 days.

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

Taiwan Semiconductor Manufactu  vs.  Advantech Co

Taiwan Semiconductor

Risk-Adjusted Performance

5 of 100

Modest

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 5 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, Taiwan Semiconductor may actually be approaching a critical reversion point that can send shares even higher in January 2025.

Advantech

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Advantech Co has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fairly stable basic indicators, Advantech is not utilizing all of its potentials. The latest stock price fuss, may contribute to near-short-term losses for the sophisticated investors.

Pair Trading with Taiwan Semiconductor and Advantech

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

The idea behind Taiwan Semiconductor Manufacturing and Advantech Co 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 Performance Analysis module to check effects of mean-variance optimization against your current asset allocation.