Correlation Between Shopify and S A P

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

By analyzing existing cross correlation between Shopify and SAP SE, you can compare the effects of market volatilities on Shopify and S A P 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 S A P. Check out your portfolio center. Please also check ongoing floating volatility patterns of Shopify and S A P.

Diversification Opportunities for Shopify and S A P

0.76

Correlation Coefficient

Shopify  S A P

Poor diversification

The 3 months correlation between Shopify and SAP is 0.76. Overlapping area represents the amount of risk that can be diversified away by holding Shopify and SAP SE in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on SAP SE 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 S A P. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of SAP SE has no effect on the direction of Shopify i.e., Shopify and S A P go up and down completely randomly.

Pair Corralation between Shopify and S A P

Assuming the 90 days horizon Shopify is expected to generate 2.84 times more return on investment than S A P. However, Shopify is 2.84 times more volatile than SAP SE. It trades about 0.23 of its potential returns per unit of risk. SAP SE is currently generating about 0.16 per unit of risk. If you would invest  6,571  in Shopify on September 3, 2024 and sell it today you would earn a total of  4,373  from holding Shopify or generate 66.55% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Significant
Accuracy	100.0%
Values	Daily Returns

Shopify  vs.  SAP SE

Shopify

Risk-Adjusted Performance

18 of 100

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Shopify are ranked lower than 18 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile basic indicators, Shopify reported solid returns over the last few months and may actually be approaching a breakup point.

SAP SE

Risk-Adjusted Performance

12 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in SAP SE are ranked lower than 12 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile basic indicators, S A P reported solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Shopify and S A P

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

The idea behind Shopify and SAP SE 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 Stock Screener module to find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook..