Correlation Between Japan Airlines and Air France-KLM

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

Diversification Opportunities for Japan Airlines and Air France-KLM

-0.46
  Correlation Coefficient

Very good diversification

The 3 months correlation between Japan and Air is -0.46. Overlapping area represents the amount of risk that can be diversified away by holding Japan Airlines Ltd and Air France KLM SA in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Air France KLM and Japan Airlines 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 Japan Airlines Ltd are associated (or correlated) with Air France-KLM. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Air France KLM has no effect on the direction of Japan Airlines i.e., Japan Airlines and Air France-KLM go up and down completely randomly.

Pair Corralation between Japan Airlines and Air France-KLM

Assuming the 90 days horizon Japan Airlines is expected to generate 298.32 times less return on investment than Air France-KLM. But when comparing it to its historical volatility, Japan Airlines Ltd is 139.68 times less risky than Air France-KLM. It trades about 0.09 of its potential returns per unit of risk. Air France KLM SA is currently generating about 0.19 of returns per unit of risk over similar time horizon. If you would invest  170.00  in Air France KLM SA on November 2, 2024 and sell it today you would earn a total of  636.00  from holding Air France KLM SA or generate 374.12% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
StrengthVery Weak
Accuracy22.89%
ValuesDaily Returns

Japan Airlines Ltd  vs.  Air France KLM SA

 Performance 
       Timeline  
Japan Airlines 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Japan Airlines Ltd has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fairly strong basic indicators, Japan Airlines is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.
Air France KLM 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Air France KLM SA has generated negative risk-adjusted returns adding no value to investors with long positions. Despite fragile performance in the last few months, the Stock's basic indicators remain nearly stable which may send shares a bit higher in March 2025. The current disturbance may also be a sign of long-run up-swing for the company stockholders.

Japan Airlines and Air France-KLM Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Japan Airlines and Air France-KLM

The main advantage of trading using opposite Japan Airlines and Air France-KLM positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Japan Airlines position performs unexpectedly, Air France-KLM 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 Air France-KLM will offset losses from the drop in Air France-KLM's long position.
The idea behind Japan Airlines Ltd and Air France KLM SA 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 Crypto Correlations module to use cryptocurrency correlation module to diversify your cryptocurrency portfolio across multiple coins.

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