Correlation Between Lotte Data and Jeju Bank

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Can any of the company-specific risk be diversified away by investing in both Lotte Data and Jeju Bank 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 Lotte Data and Jeju Bank into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Lotte Data Communication and Jeju Bank, you can compare the effects of market volatilities on Lotte Data and Jeju Bank 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 Lotte Data with a short position of Jeju Bank. Check out your portfolio center. Please also check ongoing floating volatility patterns of Lotte Data and Jeju Bank.

Diversification Opportunities for Lotte Data and Jeju Bank

0.76
  Correlation Coefficient

Poor diversification

The 3 months correlation between Lotte and Jeju is 0.76. Overlapping area represents the amount of risk that can be diversified away by holding Lotte Data Communication and Jeju Bank in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Jeju Bank and Lotte Data 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 Lotte Data Communication are associated (or correlated) with Jeju Bank. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Jeju Bank has no effect on the direction of Lotte Data i.e., Lotte Data and Jeju Bank go up and down completely randomly.

Pair Corralation between Lotte Data and Jeju Bank

Assuming the 90 days trading horizon Lotte Data Communication is expected to generate 0.72 times more return on investment than Jeju Bank. However, Lotte Data Communication is 1.39 times less risky than Jeju Bank. It trades about 0.0 of its potential returns per unit of risk. Jeju Bank is currently generating about -0.01 per unit of risk. If you would invest  2,555,154  in Lotte Data Communication on October 13, 2024 and sell it today you would lose (465,154) from holding Lotte Data Communication or give up 18.2% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

Lotte Data Communication  vs.  Jeju Bank

 Performance 
       Timeline  
Lotte Data Communication 

Risk-Adjusted Performance

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Weak
 
Strong
Very Weak
Over the last 90 days Lotte Data Communication has generated negative risk-adjusted returns adding no value to investors with long positions. Despite somewhat strong basic indicators, Lotte Data is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.
Jeju Bank 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Jeju Bank has generated negative risk-adjusted returns adding no value to investors with long positions. Despite somewhat strong basic indicators, Jeju Bank is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

Lotte Data and Jeju Bank Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Lotte Data and Jeju Bank

The main advantage of trading using opposite Lotte Data and Jeju Bank positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Lotte Data position performs unexpectedly, Jeju Bank 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 Jeju Bank will offset losses from the drop in Jeju Bank's long position.
The idea behind Lotte Data Communication and Jeju Bank 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 Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.

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