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

0.85
  Correlation Coefficient

Very poor diversification

The 3 months correlation between Bank and Bank is 0.85. 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

Assuming the 90 days trading horizon Bank of Nova is expected to generate 0.91 times more return on investment than Bank of Montreal. However, Bank of Nova is 1.1 times less risky than Bank of Montreal. It trades about 0.06 of its potential returns per unit of risk. Bank of Montreal is currently generating about 0.02 per unit of risk. If you would invest  5,977  in Bank of Nova on August 24, 2024 and sell it today you would earn a total of  1,914  from holding Bank of Nova or generate 32.02% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthStrong
Accuracy100.0%
ValuesDaily Returns

Bank of Nova  vs.  Bank of Montreal

 Performance 
       Timeline  
Bank of Nova Scotia 

Risk-Adjusted Performance

29 of 100

 
Weak
 
Strong
Strong
Compared to the overall equity markets, risk-adjusted returns on investments in Bank of Nova are ranked lower than 29 (%) of all global equities and portfolios over the last 90 days. In spite of very unfluctuating basic indicators, Bank of Nova Scotia displayed solid returns over the last few months and may actually be approaching a breakup point.
Bank of Montreal 

Risk-Adjusted Performance

12 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in Bank of Montreal are ranked lower than 12 (%) of all global equities and portfolios over the last 90 days. In spite of very unfluctuating basic indicators, Bank of Montreal may actually be approaching a critical reversion point that can send shares even higher in December 2024.

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 Volatility Analysis module to get historical volatility and risk analysis based on latest market data.

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