Correlation Between BMO Canadian and Vanguard
Can any of the company-specific risk be diversified away by investing in both BMO Canadian and Vanguard 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 BMO Canadian and Vanguard into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between BMO Canadian High and Vanguard SP 500, you can compare the effects of market volatilities on BMO Canadian and Vanguard 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 BMO Canadian with a short position of Vanguard. Check out your portfolio center. Please also check ongoing floating volatility patterns of BMO Canadian and Vanguard.
Diversification Opportunities for BMO Canadian and Vanguard
0.95 | Correlation Coefficient |
Almost no diversification
The 3 months correlation between BMO and Vanguard is 0.95. Overlapping area represents the amount of risk that can be diversified away by holding BMO Canadian High and Vanguard SP 500 in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Vanguard SP 500 and BMO Canadian 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 BMO Canadian High are associated (or correlated) with Vanguard. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Vanguard SP 500 has no effect on the direction of BMO Canadian i.e., BMO Canadian and Vanguard go up and down completely randomly.
Pair Corralation between BMO Canadian and Vanguard
Assuming the 90 days trading horizon BMO Canadian is expected to generate 1.98 times less return on investment than Vanguard. But when comparing it to its historical volatility, BMO Canadian High is 1.21 times less risky than Vanguard. It trades about 0.1 of its potential returns per unit of risk. Vanguard SP 500 is currently generating about 0.16 of returns per unit of risk over similar time horizon. If you would invest 10,023 in Vanguard SP 500 on September 1, 2024 and sell it today you would earn a total of 5,013 from holding Vanguard SP 500 or generate 50.01% return on investment over 90 days.
| Time Period | 3 Months [change] |
| Direction | Moves Together |
| Strength | Very Strong |
| Accuracy | 100.0% |
| Values | Daily Returns |
BMO Canadian High vs. Vanguard SP 500
Performance |
| Timeline |
| BMO Canadian High |
| Vanguard SP 500 |
BMO Canadian and Vanguard Volatility Contrast
Predicted Return Density |
| Returns |
Pair Trading with BMO Canadian and Vanguard
The main advantage of trading using opposite BMO Canadian and Vanguard positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if BMO Canadian position performs unexpectedly, Vanguard 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 Vanguard will offset losses from the drop in Vanguard's long position.| BMO Canadian vs. BMO Short Term Bond | BMO Canadian vs. BMO Canadian Bank | BMO Canadian vs. BMO Aggregate Bond | BMO Canadian vs. BMO Balanced ETF |
| Vanguard vs. Vanguard FTSE Canadian | Vanguard vs. Vanguard Growth Portfolio | Vanguard vs. Vanguard SP 500 | Vanguard vs. Vanguard FTSE Canada |
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 Price Ceiling Movement module to calculate and plot Price Ceiling Movement for different equity instruments.
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