Correlation Between Bank of Nova Scotia and Bank of Montreal

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Can any of the company-specific risk be diversified away by investing in both Bank of Nova Scotia and Bank of Montreal 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 Bank of Nova Scotia and Bank of Montreal into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Bank of Nova and Bank of Montreal, you can compare the effects of market volatilities on Bank of Nova Scotia and Bank of Montreal 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 Bank of Nova Scotia with a short position of Bank of Montreal. Check out your portfolio center. Please also check ongoing floating volatility patterns of Bank of Nova Scotia and Bank of Montreal.

Diversification Opportunities for Bank of Nova Scotia and Bank of Montreal

0.49
  Correlation Coefficient

Very weak diversification

The 3 months correlation between Bank and Bank is 0.49. Overlapping area represents the amount of risk that can be diversified away by holding Bank of Nova and Bank of Montreal in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Bank of Montreal and Bank of Nova Scotia 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 Bank of Nova are associated (or correlated) with Bank of Montreal. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Bank of Montreal has no effect on the direction of Bank of Nova Scotia i.e., Bank of Nova Scotia and Bank of Montreal go up and down completely randomly.

Pair Corralation between Bank of Nova Scotia and Bank of Montreal

Considering the 90-day investment horizon Bank of Nova is expected to under-perform the Bank of Montreal. In addition to that, Bank of Nova Scotia is 1.12 times more volatile than Bank of Montreal. It trades about -0.25 of its total potential returns per unit of risk. Bank of Montreal is currently generating about -0.25 per unit of volatility. If you would invest  9,613  in Bank of Montreal on January 20, 2024 and sell it today you would lose (512.00) from holding Bank of Montreal or give up 5.33% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthWeak
Accuracy100.0%
ValuesDaily Returns

Bank of Nova  vs.  Bank of Montreal

 Performance 
       Timeline  
Bank of Nova Scotia 

Risk-Adjusted Performance

3 of 100

 
Weak
 
Strong
Insignificant
Compared to the overall equity markets, risk-adjusted returns on investments in Bank of Nova are ranked lower than 3 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively stable basic indicators, Bank of Nova Scotia is not utilizing all of its potentials. The latest stock price uproar, may contribute to short-horizon losses for the private investors.
Bank of Montreal 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Bank of Montreal has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of very healthy primary indicators, Bank of Montreal is not utilizing all of its potentials. The recent stock price disarray, may contribute to short-term losses for the investors.

Bank of Nova Scotia and Bank of Montreal Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Bank of Nova Scotia and Bank of Montreal

The main advantage of trading using opposite Bank of Nova Scotia and Bank of Montreal positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Bank of Nova Scotia position performs unexpectedly, Bank of Montreal 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 Bank of Montreal will offset losses from the drop in Bank of Montreal's long position.
The idea behind Bank of Nova and Bank of Montreal 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 Portfolio Dashboard module to portfolio dashboard that provides centralized access to all your investments.

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