Correlation Between Air China and Deutsche Lufthansa

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

Diversification Opportunities for Air China and Deutsche Lufthansa

-0.15
  Correlation Coefficient

Good diversification

The 3 months correlation between Air and Deutsche is -0.15. Overlapping area represents the amount of risk that can be diversified away by holding Air China Limited and Deutsche Lufthansa AG in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Deutsche Lufthansa and Air China 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 Air China Limited are associated (or correlated) with Deutsche Lufthansa. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Deutsche Lufthansa has no effect on the direction of Air China i.e., Air China and Deutsche Lufthansa go up and down completely randomly.

Pair Corralation between Air China and Deutsche Lufthansa

Assuming the 90 days horizon Air China Limited is expected to generate 1.78 times more return on investment than Deutsche Lufthansa. However, Air China is 1.78 times more volatile than Deutsche Lufthansa AG. It trades about 0.0 of its potential returns per unit of risk. Deutsche Lufthansa AG is currently generating about -0.02 per unit of risk. If you would invest  86.00  in Air China Limited on September 27, 2024 and sell it today you would lose (20.00) from holding Air China Limited or give up 23.26% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
StrengthInsignificant
Accuracy100.0%
ValuesDaily Returns

Air China Limited  vs.  Deutsche Lufthansa AG

 Performance 
       Timeline  
Air China Limited 

Risk-Adjusted Performance

11 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in Air China Limited are ranked lower than 11 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile basic indicators, Air China reported solid returns over the last few months and may actually be approaching a breakup point.
Deutsche Lufthansa 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Deutsche Lufthansa AG has generated negative risk-adjusted returns adding no value to investors with long positions. Despite nearly stable basic indicators, Deutsche Lufthansa is not utilizing all of its potentials. The current stock price disturbance, may contribute to mid-run losses for the stockholders.

Air China and Deutsche Lufthansa Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Air China and Deutsche Lufthansa

The main advantage of trading using opposite Air China and Deutsche Lufthansa positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Air China position performs unexpectedly, Deutsche Lufthansa 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 Deutsche Lufthansa will offset losses from the drop in Deutsche Lufthansa's long position.
The idea behind Air China Limited and Deutsche Lufthansa AG 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 Price Transformation module to use Price Transformation models to analyze the depth of different equity instruments across global markets.

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