Correlation Between Aptorum Group and HCW Biologics

Can any of the company-specific risk be diversified away by investing in both Aptorum Group and HCW Biologics 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 Aptorum Group and HCW Biologics into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Aptorum Group Ltd and HCW Biologics, you can compare the effects of market volatilities on Aptorum Group and HCW Biologics 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 Aptorum Group with a short position of HCW Biologics. Check out your portfolio center. Please also check ongoing floating volatility patterns of Aptorum Group and HCW Biologics.

Diversification Opportunities for Aptorum Group and HCW Biologics

-0.12

Correlation Coefficient

Aptorum Group  HCW Biologics

Good diversification

The 3 months correlation between Aptorum and HCW is -0.12. Overlapping area represents the amount of risk that can be diversified away by holding Aptorum Group Ltd and HCW Biologics in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on HCW Biologics and Aptorum Group 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 Aptorum Group Ltd are associated (or correlated) with HCW Biologics. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of HCW Biologics has no effect on the direction of Aptorum Group i.e., Aptorum Group and HCW Biologics go up and down completely randomly.

Pair Corralation between Aptorum Group and HCW Biologics

Considering the 90-day investment horizon Aptorum Group Ltd is expected to under-perform the HCW Biologics. But the stock apears to be less risky and, when comparing its historical volatility, Aptorum Group Ltd is 4.6 times less risky than HCW Biologics. The stock trades about -0.17 of its potential returns per unit of risk. The HCW Biologics is currently generating about 0.08 of returns per unit of risk over similar time horizon. If you would invest  45.00  in HCW Biologics on September 4, 2024 and sell it today you would earn a total of  6.00  from holding HCW Biologics or generate 13.33% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Insignificant
Accuracy	98.44%
Values	Daily Returns

Aptorum Group Ltd  vs.  HCW Biologics

Aptorum Group

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Aptorum Group Ltd has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of conflicting 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.

HCW Biologics

Risk-Adjusted Performance

6 of 100

Modest

Compared to the overall equity markets, risk-adjusted returns on investments in HCW Biologics are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak basic indicators, HCW Biologics sustained solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Aptorum Group and HCW Biologics

The main advantage of trading using opposite Aptorum Group and HCW Biologics positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Aptorum Group position performs unexpectedly, HCW Biologics 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 HCW Biologics will offset losses from the drop in HCW Biologics' long position.

The idea behind Aptorum Group Ltd and HCW Biologics 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.