Correlation Between Samsung Biologics and Lotte Data

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

Diversification Opportunities for Samsung Biologics and Lotte Data

0.64
  Correlation Coefficient

Poor diversification

The 3 months correlation between Samsung and Lotte is 0.64. Overlapping area represents the amount of risk that can be diversified away by holding Samsung Biologics Co and Lotte Data Communication in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Lotte Data Communication and Samsung Biologics 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 Samsung Biologics Co are associated (or correlated) with Lotte Data. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Lotte Data Communication has no effect on the direction of Samsung Biologics i.e., Samsung Biologics and Lotte Data go up and down completely randomly.

Pair Corralation between Samsung Biologics and Lotte Data

Assuming the 90 days trading horizon Samsung Biologics is expected to generate 1.58 times less return on investment than Lotte Data. But when comparing it to its historical volatility, Samsung Biologics Co is 1.44 times less risky than Lotte Data. It trades about 0.03 of its potential returns per unit of risk. Lotte Data Communication is currently generating about 0.03 of returns per unit of risk over similar time horizon. If you would invest  1,925,000  in Lotte Data Communication on September 14, 2024 and sell it today you would earn a total of  22,000  from holding Lotte Data Communication or generate 1.14% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

Samsung Biologics Co  vs.  Lotte Data Communication

 Performance 
       Timeline  
Samsung Biologics 

Risk-Adjusted Performance

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

Risk-Adjusted Performance

0 of 100

 
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 weak performance in the last few months, the Stock's basic indicators remain somewhat strong which may send shares a bit higher in January 2025. The current disturbance may also be a sign of long term up-swing for the company investors.

Samsung Biologics and Lotte Data Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Samsung Biologics and Lotte Data

The main advantage of trading using opposite Samsung Biologics and Lotte Data positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Samsung Biologics position performs unexpectedly, Lotte Data 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 Lotte Data will offset losses from the drop in Lotte Data's long position.
The idea behind Samsung Biologics Co and Lotte Data Communication 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 Sectors module to list of equity sectors categorizing publicly traded companies based on their primary business activities.

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