Correlation Between Diffusion Pharmaceuticals and ABVC Biopharma

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

Diversification Opportunities for Diffusion Pharmaceuticals and ABVC Biopharma

0.65
  Correlation Coefficient

Poor diversification

The 3 months correlation between Diffusion and ABVC is 0.65. Overlapping area represents the amount of risk that can be diversified away by holding Diffusion Pharmaceuticals and ABVC Biopharma in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on ABVC Biopharma and Diffusion Pharmaceuticals 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 Diffusion Pharmaceuticals are associated (or correlated) with ABVC Biopharma. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of ABVC Biopharma has no effect on the direction of Diffusion Pharmaceuticals i.e., Diffusion Pharmaceuticals and ABVC Biopharma go up and down completely randomly.

Pair Corralation between Diffusion Pharmaceuticals and ABVC Biopharma

Given the investment horizon of 90 days Diffusion Pharmaceuticals is expected to under-perform the ABVC Biopharma. But the stock apears to be less risky and, when comparing its historical volatility, Diffusion Pharmaceuticals is 2.48 times less risky than ABVC Biopharma. The stock trades about -0.11 of its potential returns per unit of risk. The ABVC Biopharma is currently generating about -0.03 of returns per unit of risk over similar time horizon. If you would invest  746.00  in ABVC Biopharma on August 29, 2024 and sell it today you would lose (695.00) from holding ABVC Biopharma or give up 93.16% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy31.45%
ValuesDaily Returns

Diffusion Pharmaceuticals  vs.  ABVC Biopharma

 Performance 
       Timeline  
Diffusion Pharmaceuticals 

Risk-Adjusted Performance

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Weak
 
Strong
Very Weak
Over the last 90 days Diffusion Pharmaceuticals has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of very healthy technical and fundamental indicators, Diffusion Pharmaceuticals is not utilizing all of its potentials. The recent stock price disarray, may contribute to short-term losses for the investors.
ABVC Biopharma 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days ABVC Biopharma has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fragile performance in the last few months, the Stock's basic indicators remain rather sound which may send shares a bit higher in December 2024. The latest tumult may also be a sign of longer-term up-swing for the firm shareholders.

Diffusion Pharmaceuticals and ABVC Biopharma Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Diffusion Pharmaceuticals and ABVC Biopharma

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

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