Correlation Between Yang Ming and Ko Ja

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

Diversification Opportunities for Yang Ming and Ko Ja

-0.45
  Correlation Coefficient

Very good diversification

The 3 months correlation between Yang and 5215 is -0.45. Overlapping area represents the amount of risk that can be diversified away by holding Yang Ming Marine and Ko Ja Cayman in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Ko Ja Cayman 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 Ko Ja. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Ko Ja Cayman has no effect on the direction of Yang Ming i.e., Yang Ming and Ko Ja go up and down completely randomly.

Pair Corralation between Yang Ming and Ko Ja

Assuming the 90 days trading horizon Yang Ming Marine is expected to generate 1.76 times more return on investment than Ko Ja. However, Yang Ming is 1.76 times more volatile than Ko Ja Cayman. It trades about 0.15 of its potential returns per unit of risk. Ko Ja Cayman is currently generating about -0.04 per unit of risk. If you would invest  6,150  in Yang Ming Marine on September 5, 2024 and sell it today you would earn a total of  1,440  from holding Yang Ming Marine or generate 23.41% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
StrengthVery Weak
Accuracy100.0%
ValuesDaily Returns

Yang Ming Marine  vs.  Ko Ja Cayman

 Performance 
       Timeline  
Yang Ming Marine 

Risk-Adjusted Performance

11 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in Yang Ming Marine are ranked lower than 11 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, Yang Ming showed solid returns over the last few months and may actually be approaching a breakup point.
Ko Ja Cayman 

Risk-Adjusted Performance

0 of 100

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

Yang Ming and Ko Ja Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Yang Ming and Ko Ja

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

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