Correlation Between Dollar Tree and Vipshop Holdings

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

Diversification Opportunities for Dollar Tree and Vipshop Holdings

0.32
  Correlation Coefficient

Weak diversification

The 3 months correlation between Dollar and Vipshop is 0.32. Overlapping area represents the amount of risk that can be diversified away by holding Dollar Tree and Vipshop Holdings Limited in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Vipshop Holdings and Dollar Tree 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 Dollar Tree are associated (or correlated) with Vipshop Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Vipshop Holdings has no effect on the direction of Dollar Tree i.e., Dollar Tree and Vipshop Holdings go up and down completely randomly.

Pair Corralation between Dollar Tree and Vipshop Holdings

Given the investment horizon of 90 days Dollar Tree is expected to generate 0.7 times more return on investment than Vipshop Holdings. However, Dollar Tree is 1.42 times less risky than Vipshop Holdings. It trades about -0.12 of its potential returns per unit of risk. Vipshop Holdings Limited is currently generating about -0.29 per unit of risk. If you would invest  12,810  in Dollar Tree on January 20, 2024 and sell it today you would lose (607.00) from holding Dollar Tree or give up 4.74% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthVery Weak
Accuracy100.0%
ValuesDaily Returns

Dollar Tree  vs.  Vipshop Holdings Limited

 Performance 
       Timeline  
Dollar Tree 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Dollar Tree has generated negative risk-adjusted returns adding no value to investors with long positions. Even with relatively invariable basic indicators, Dollar Tree is not utilizing all of its potentials. The recent stock price agitation, may contribute to short-term losses for the retail investors.
Vipshop Holdings 

Risk-Adjusted Performance

2 of 100

 
Weak
 
Strong
Weak
Compared to the overall equity markets, risk-adjusted returns on investments in Vipshop Holdings Limited are ranked lower than 2 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively conflicting basic indicators, Vipshop Holdings may actually be approaching a critical reversion point that can send shares even higher in May 2024.

Dollar Tree and Vipshop Holdings Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Dollar Tree and Vipshop Holdings

The main advantage of trading using opposite Dollar Tree and Vipshop Holdings positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Dollar Tree position performs unexpectedly, Vipshop Holdings 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 Vipshop Holdings will offset losses from the drop in Vipshop Holdings' long position.
The idea behind Dollar Tree and Vipshop Holdings Limited 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 Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.

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