Correlation Between ScanSource and Arch Capital

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

Diversification Opportunities for ScanSource and Arch Capital

-0.04
  Correlation Coefficient

Good diversification

The 3 months correlation between ScanSource and Arch is -0.04. Overlapping area represents the amount of risk that can be diversified away by holding ScanSource and Arch Capital Group in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Arch Capital Group and ScanSource 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 ScanSource are associated (or correlated) with Arch Capital. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Arch Capital Group has no effect on the direction of ScanSource i.e., ScanSource and Arch Capital go up and down completely randomly.

Pair Corralation between ScanSource and Arch Capital

Assuming the 90 days horizon ScanSource is expected to generate 1.18 times more return on investment than Arch Capital. However, ScanSource is 1.18 times more volatile than Arch Capital Group. It trades about 0.19 of its potential returns per unit of risk. Arch Capital Group is currently generating about 0.03 per unit of risk. If you would invest  4,140  in ScanSource on August 26, 2024 and sell it today you would earn a total of  540.00  from holding ScanSource or generate 13.04% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
StrengthInsignificant
Accuracy100.0%
ValuesDaily Returns

ScanSource  vs.  Arch Capital Group

 Performance 
       Timeline  
ScanSource 

Risk-Adjusted Performance

3 of 100

 
Weak
 
Strong
Insignificant
Compared to the overall equity markets, risk-adjusted returns on investments in ScanSource are ranked lower than 3 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile basic indicators, ScanSource may actually be approaching a critical reversion point that can send shares even higher in December 2024.
Arch Capital Group 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Arch Capital Group has generated negative risk-adjusted returns adding no value to investors with long positions. Despite nearly stable basic indicators, Arch Capital is not utilizing all of its potentials. The current stock price disturbance, may contribute to mid-run losses for the stockholders.

ScanSource and Arch Capital Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with ScanSource and Arch Capital

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