Correlation Between Yang Ming and Taiwan High

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

By analyzing existing cross correlation between Yang Ming Marine and Taiwan High Speed, you can compare the effects of market volatilities on Yang Ming and Taiwan High 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 Yang Ming with a short position of Taiwan High. Check out your portfolio center. Please also check ongoing floating volatility patterns of Yang Ming and Taiwan High.

Diversification Opportunities for Yang Ming and Taiwan High

0.11

Correlation Coefficient

Yang Ming  Taiwan High

Average diversification

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

Pair Corralation between Yang Ming and Taiwan High

Assuming the 90 days trading horizon Yang Ming Marine is expected to generate 1.94 times more return on investment than Taiwan High. However, Yang Ming is 1.94 times more volatile than Taiwan High Speed. It trades about 0.01 of its potential returns per unit of risk. Taiwan High Speed is currently generating about -0.04 per unit of risk. If you would invest  7,520  in Yang Ming Marine on December 29, 2024 and sell it today you would earn a total of  0.00  from holding Yang Ming Marine or generate 0.0% return on investment over 90 days.

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

Yang Ming Marine  vs.  Taiwan High Speed

Yang Ming Marine

Risk-Adjusted Performance

Very Weak

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

Taiwan High Speed

Risk-Adjusted Performance

Very Weak

Over the last 90 days Taiwan High Speed has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fairly stable basic indicators, Taiwan High 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 Yang Ming and Taiwan High

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

The idea behind Yang Ming Marine and Taiwan High Speed 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 Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.