Correlation Between Shopify and SAP Ag

By analyzing existing cross correlation between Shopify and SAP Ag Systeme, you can compare the effects of market volatilities on Shopify and SAP Ag 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 Shopify with a short position of SAP Ag. Check out your portfolio center. Please also check ongoing floating volatility patterns of Shopify and SAP Ag.

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

Diversification Opportunities for Shopify and SAP Ag

  Correlation Coefficient
SAP Ag Systeme

Very weak diversification

The 3 months correlation between Shopify and SAPGF is 0.43. Overlapping area represents the amount of risk that can be diversified away by holding Shopify and SAP Ag Systeme in the same portfolio assuming nothing else is changed. The correlation between historical prices or returns on SAP Ag Systeme and Shopify 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 Shopify are associated (or correlated) with SAP Ag. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of SAP Ag Systeme has no effect on the direction of Shopify i.e., Shopify and SAP Ag go up and down completely randomly.

Pair Corralation between Shopify and SAP Ag

Given the investment horizon of 90 days Shopify is expected to generate 1.43 times more return on investment than SAP Ag. However, Shopify is 1.43 times more volatile than SAP Ag Systeme. It trades about 0.07 of its potential returns per unit of risk. SAP Ag Systeme is currently generating about -0.01 per unit of risk. If you would invest  101,570  in Shopify on May 1, 2021 and sell it today you would earn a total of  48,423  from holding Shopify or generate 47.67% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
ValuesDaily Returns

Shopify  vs.  SAP Ag Systeme

 Performance (%) 
 Shopify Performance
15 of 100
Compared to the overall equity markets, risk-adjusted returns on investments in Shopify are ranked lower than 15 (%) of all global equities and portfolios over the last 90 days. In spite of very sluggish basic indicators, Shopify displayed solid returns over the last few months and may actually be approaching a breakup point.

Shopify Price Channel

SAP Ag Systeme 
 SAPGF Performance
1 of 100
Compared to the overall equity markets, risk-adjusted returns on investments in SAP Ag Systeme are ranked lower than 1 (%) of all global equities and portfolios over the last 90 days. In spite of rather sound technical and fundamental indicators, SAP Ag is not utilizing all of its potentials. The new stock price tumult, may contribute to shorter-term losses for the shareholders.

SAPGF Price Channel

Shopify and SAP Ag Volatility Contrast

 Predicted Return Density 

Pair Trading with Shopify and SAP Ag

The main advantage of trading using opposite Shopify and SAP Ag positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Shopify position performs unexpectedly, SAP Ag 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 SAP Ag will offset losses from the drop in SAP Ag's long position.
The idea behind Shopify and SAP Ag Systeme 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 Idea Optimizer module to use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio .

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