Correlation Between Lotte Data and Hanmi Semiconductor

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

Diversification Opportunities for Lotte Data and Hanmi Semiconductor

0.71
  Correlation Coefficient

Poor diversification

The 3 months correlation between Lotte and Hanmi is 0.71. Overlapping area represents the amount of risk that can be diversified away by holding Lotte Data Communication and Hanmi Semiconductor Co in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Hanmi Semiconductor 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 Hanmi Semiconductor. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Hanmi Semiconductor has no effect on the direction of Lotte Data i.e., Lotte Data and Hanmi Semiconductor go up and down completely randomly.

Pair Corralation between Lotte Data and Hanmi Semiconductor

Assuming the 90 days trading horizon Lotte Data is expected to generate 8.54 times less return on investment than Hanmi Semiconductor. But when comparing it to its historical volatility, Lotte Data Communication is 2.41 times less risky than Hanmi Semiconductor. It trades about 0.07 of its potential returns per unit of risk. Hanmi Semiconductor Co is currently generating about 0.26 of returns per unit of risk over similar time horizon. If you would invest  8,380,000  in Hanmi Semiconductor Co on October 17, 2024 and sell it today you would earn a total of  2,270,000  from holding Hanmi Semiconductor Co or generate 27.09% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

Lotte Data Communication  vs.  Hanmi Semiconductor Co

 Performance 
       Timeline  
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 latest weak performance, the Stock's basic indicators remain strong and the current disturbance on Wall Street may also be a sign of long term gains for the company investors.
Hanmi Semiconductor 

Risk-Adjusted Performance

0 of 100

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

Lotte Data and Hanmi Semiconductor Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Lotte Data and Hanmi Semiconductor

The main advantage of trading using opposite Lotte Data and Hanmi Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Lotte Data position performs unexpectedly, Hanmi Semiconductor 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 Hanmi Semiconductor will offset losses from the drop in Hanmi Semiconductor's long position.
The idea behind Lotte Data Communication and Hanmi Semiconductor Co 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 Analyzer module to portfolio analysis module that provides access to portfolio diagnostics and optimization engine.

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