Correlation Between Shopify and Amazon CDR

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

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

Diversification Opportunities for Shopify and Amazon CDR

0.93

Correlation Coefficient

Shopify  Amazon CDR

Almost no diversification

The 3 months correlation between Shopify and Amazon is 0.93. Overlapping area represents the amount of risk that can be diversified away by holding Shopify and Amazon CDR in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Amazon CDR 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 Amazon CDR. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Amazon CDR has no effect on the direction of Shopify i.e., Shopify and Amazon CDR go up and down completely randomly.

Pair Corralation between Shopify and Amazon CDR

Assuming the 90 days trading horizon Shopify is expected to generate 1.86 times more return on investment than Amazon CDR. However, Shopify is 1.86 times more volatile than Amazon CDR. It trades about 0.23 of its potential returns per unit of risk. Amazon CDR is currently generating about 0.27 per unit of risk. If you would invest  11,292  in Shopify on April 21, 2025 and sell it today you would earn a total of  6,144  from holding Shopify or generate 54.41% return on investment over 90 days.

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

Shopify  vs.  Amazon CDR

Shopify

Risk-Adjusted Performance

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Shopify are ranked lower than 17 (%) of all global equities and portfolios over the last 90 days. In spite of very unfluctuating basic indicators, Shopify displayed solid returns over the last few months and may actually be approaching a breakup point.

Amazon CDR

Risk-Adjusted Performance

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Amazon CDR are ranked lower than 21 (%) of all global equities and portfolios over the last 90 days. In spite of rather weak technical and fundamental indicators, Amazon CDR exhibited solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Shopify and Amazon CDR

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

The idea behind Shopify and Amazon CDR 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 ETFs module to find actively traded Exchange Traded Funds (ETF) from around the world.