Correlation Between Walmart and ScanSource

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

Diversification Opportunities for Walmart and ScanSource

0.71
  Correlation Coefficient

Poor diversification

The 3 months correlation between Walmart and ScanSource is 0.71. Overlapping area represents the amount of risk that can be diversified away by holding Walmart and ScanSource in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on ScanSource and Walmart 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 Walmart are associated (or correlated) with ScanSource. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of ScanSource has no effect on the direction of Walmart i.e., Walmart and ScanSource go up and down completely randomly.

Pair Corralation between Walmart and ScanSource

Considering the 90-day investment horizon Walmart is expected to under-perform the ScanSource. But the stock apears to be less risky and, when comparing its historical volatility, Walmart is 2.8 times less risky than ScanSource. The stock trades about -0.16 of its potential returns per unit of risk. The ScanSource is currently generating about 0.13 of returns per unit of risk over similar time horizon. If you would invest  4,211  in ScanSource on January 25, 2024 and sell it today you would earn a total of  234.00  from holding ScanSource or generate 5.56% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

Walmart  vs.  ScanSource

 Performance 
       Timeline  
Walmart 

Risk-Adjusted Performance

13 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in Walmart are ranked lower than 13 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively fragile primary indicators, Walmart may actually be approaching a critical reversion point that can send shares even higher in May 2024.
ScanSource 

Risk-Adjusted Performance

7 of 100

 
Weak
 
Strong
Insignificant
Compared to the overall equity markets, risk-adjusted returns on investments in ScanSource are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of rather weak basic indicators, ScanSource exhibited solid returns over the last few months and may actually be approaching a breakup point.

Walmart and ScanSource Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Walmart and ScanSource

The main advantage of trading using opposite Walmart and ScanSource positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Walmart position performs unexpectedly, ScanSource 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 ScanSource will offset losses from the drop in ScanSource's long position.
The idea behind Walmart and ScanSource 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 Bond Analysis module to evaluate and analyze corporate bonds as a potential investment for your portfolios..

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