Correlation Between Taiwan Semiconductor and Yuanta Financial

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

Diversification Opportunities for Taiwan Semiconductor and Yuanta Financial

0.68

Correlation Coefficient

Taiwan Semiconductor  Yuanta Financial

Poor diversification

The 3 months correlation between Taiwan and Yuanta is 0.68. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Yuanta Financial Holdings in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Yuanta Financial Holdings 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 Yuanta Financial. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Yuanta Financial Holdings has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Yuanta Financial go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Yuanta Financial

Assuming the 90 days trading horizon Taiwan Semiconductor is expected to generate 1.03 times less return on investment than Yuanta Financial. In addition to that, Taiwan Semiconductor is 1.4 times more volatile than Yuanta Financial Holdings. It trades about 0.07 of its total potential returns per unit of risk. Yuanta Financial Holdings is currently generating about 0.09 per unit of volatility. If you would invest  3,140  in Yuanta Financial Holdings on September 22, 2024 and sell it today you would earn a total of  220.00  from holding Yuanta Financial Holdings or generate 7.01% return on investment over 90 days.

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

Taiwan Semiconductor Manufactu  vs.  Yuanta Financial Holdings

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.

Yuanta Financial Holdings

Risk-Adjusted Performance

7 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Yuanta Financial Holdings are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, Yuanta Financial may actually be approaching a critical reversion point that can send shares even higher in January 2025.

Pair Trading with Taiwan Semiconductor and Yuanta Financial

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

The idea behind Taiwan Semiconductor Manufacturing and Yuanta Financial Holdings 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 Price Exposure Probability module to analyze equity upside and downside potential for a given time horizon across multiple markets.