Correlation Between Dollarama and Shopify
Can any of the company-specific risk be diversified away by investing in both Dollarama and Shopify 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 Dollarama and Shopify into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Dollarama and Shopify, you can compare the effects of market volatilities on Dollarama and Shopify 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 Dollarama with a short position of Shopify. Check out your portfolio center. Please also check ongoing floating volatility patterns of Dollarama and Shopify.
Diversification Opportunities for Dollarama and Shopify
Poor diversification
The 3 months correlation between Dollarama and Shopify is 0.67. Overlapping area represents the amount of risk that can be diversified away by holding Dollarama and Shopify in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Shopify and Dollarama 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 Dollarama are associated (or correlated) with Shopify. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Shopify has no effect on the direction of Dollarama i.e., Dollarama and Shopify go up and down completely randomly.
Pair Corralation between Dollarama and Shopify
Assuming the 90 days trading horizon Dollarama is expected to generate 51.87 times less return on investment than Shopify. But when comparing it to its historical volatility, Dollarama is 4.04 times less risky than Shopify. It trades about 0.03 of its potential returns per unit of risk. Shopify is currently generating about 0.38 of returns per unit of risk over similar time horizon. If you would invest 10,892 in Shopify on September 1, 2024 and sell it today you would earn a total of 5,292 from holding Shopify or generate 48.59% return on investment over 90 days.
| Time Period | 3 Months [change] |
| Direction | Moves Together |
| Strength | Significant |
| Accuracy | 100.0% |
| Values | Daily Returns |
Dollarama vs. Shopify
Performance |
| Timeline |
| Dollarama |
| Shopify |
Dollarama and Shopify Volatility Contrast
Predicted Return Density |
| Returns |
Pair Trading with Dollarama and Shopify
The main advantage of trading using opposite Dollarama and Shopify positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Dollarama position performs unexpectedly, Shopify 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 Shopify will offset losses from the drop in Shopify's long position.| Dollarama vs. Canadian Tire | Dollarama vs. Loblaw Companies Limited | Dollarama vs. Metro Inc | Dollarama vs. Canadian National Railway |
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 Theme Ratings module to determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance.
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