Correlation Between BMO Discount and Vanguard Canadian

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

By analyzing existing cross correlation between BMO Discount Bond and Vanguard Canadian Aggregate, you can compare the effects of market volatilities on BMO Discount and Vanguard Canadian 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 Discount with a short position of Vanguard Canadian. Check out your portfolio center. Please also check ongoing floating volatility patterns of BMO Discount and Vanguard Canadian.

Diversification Opportunities for BMO Discount and Vanguard Canadian

0.99

Correlation Coefficient

BMO Discount  Vanguard Canadian

No risk reduction

The 3 months correlation between BMO and Vanguard is 0.99. Overlapping area represents the amount of risk that can be diversified away by holding BMO Discount Bond and Vanguard Canadian Aggregate in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Vanguard Canadian and BMO Discount 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 Discount Bond are associated (or correlated) with Vanguard Canadian. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Vanguard Canadian has no effect on the direction of BMO Discount i.e., BMO Discount and Vanguard Canadian go up and down completely randomly.

Pair Corralation between BMO Discount and Vanguard Canadian

Assuming the 90 days trading horizon BMO Discount Bond is expected to generate 0.99 times more return on investment than Vanguard Canadian. However, BMO Discount Bond is 1.01 times less risky than Vanguard Canadian. It trades about -0.02 of its potential returns per unit of risk. Vanguard Canadian Aggregate is currently generating about -0.03 per unit of risk. If you would invest  1,502  in BMO Discount Bond on April 24, 2025 and sell it today you would lose (6.00) from holding BMO Discount Bond or give up 0.4% of portfolio value over 90 days.

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

BMO Discount Bond  vs.  Vanguard Canadian Aggregate

BMO Discount Bond

Risk-Adjusted Performance

Very Weak

Over the last 90 days BMO Discount Bond has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of very healthy fundamental drivers, BMO Discount is not utilizing all of its potentials. The recent stock price disarray, may contribute to short-term losses for the investors.

Vanguard Canadian

Risk-Adjusted Performance

Very Weak

Over the last 90 days Vanguard Canadian Aggregate has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of very healthy fundamental drivers, Vanguard Canadian is not utilizing all of its potentials. The recent stock price disarray, may contribute to short-term losses for the investors.

Pair Trading with BMO Discount and Vanguard Canadian

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

The idea behind BMO Discount Bond and Vanguard Canadian Aggregate 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 Bond Analysis module to evaluate and analyze corporate bonds as a potential investment for your portfolios..