Correlation Between Valneva SE and Aptose Biosciences

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

Diversification Opportunities for Valneva SE and Aptose Biosciences

0.64
  Correlation Coefficient

Poor diversification

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

Pair Corralation between Valneva SE and Aptose Biosciences

Given the investment horizon of 90 days Valneva SE ADR is expected to generate 0.72 times more return on investment than Aptose Biosciences. However, Valneva SE ADR is 1.38 times less risky than Aptose Biosciences. It trades about -0.05 of its potential returns per unit of risk. Aptose Biosciences is currently generating about -0.13 per unit of risk. If you would invest  1,439  in Valneva SE ADR on September 3, 2024 and sell it today you would lose (1,034) from holding Valneva SE ADR or give up 71.86% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

Valneva SE ADR  vs.  Aptose Biosciences

 Performance 
       Timeline  
Valneva SE ADR 

Risk-Adjusted Performance

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Weak
 
Strong
Very Weak
Over the last 90 days Valneva SE ADR has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of uncertain performance in the last few months, the Stock's essential indicators remain very healthy which may send shares a bit higher in January 2025. The recent disarray may also be a sign of long period up-swing for the firm investors.
Aptose Biosciences 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Aptose Biosciences has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of weak performance in the last few months, the Stock's basic indicators remain very healthy which may send shares a bit higher in January 2025. The recent disarray may also be a sign of long period up-swing for the firm investors.

Valneva SE and Aptose Biosciences Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Valneva SE and Aptose Biosciences

The main advantage of trading using opposite Valneva SE and Aptose Biosciences positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Valneva SE position performs unexpectedly, Aptose Biosciences 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 Aptose Biosciences will offset losses from the drop in Aptose Biosciences' long position.
The idea behind Valneva SE ADR and Aptose Biosciences 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 Equity Forecasting module to use basic forecasting models to generate price predictions and determine price momentum.

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