Correlation Between KB Financial and Byline Bancorp

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

Diversification Opportunities for KB Financial and Byline Bancorp

0.42
  Correlation Coefficient

Very weak diversification

The 3 months correlation between KB Financial and Byline is 0.42. Overlapping area represents the amount of risk that can be diversified away by holding KB Financial Group and Byline Bancorp in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Byline Bancorp and KB Financial 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 KB Financial Group are associated (or correlated) with Byline Bancorp. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Byline Bancorp has no effect on the direction of KB Financial i.e., KB Financial and Byline Bancorp go up and down completely randomly.

Pair Corralation between KB Financial and Byline Bancorp

Allowing for the 90-day total investment horizon KB Financial is expected to generate 5.04 times less return on investment than Byline Bancorp. But when comparing it to its historical volatility, KB Financial Group is 2.34 times less risky than Byline Bancorp. It trades about 0.08 of its potential returns per unit of risk. Byline Bancorp is currently generating about 0.18 of returns per unit of risk over similar time horizon. If you would invest  2,733  in Byline Bancorp on August 30, 2024 and sell it today you would earn a total of  419.00  from holding Byline Bancorp or generate 15.33% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthWeak
Accuracy100.0%
ValuesDaily Returns

KB Financial Group  vs.  Byline Bancorp

 Performance 
       Timeline  
KB Financial Group 

Risk-Adjusted Performance

5 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in KB Financial Group are ranked lower than 5 (%) of all global equities and portfolios over the last 90 days. Despite somewhat unfluctuating fundamental drivers, KB Financial may actually be approaching a critical reversion point that can send shares even higher in December 2024.
Byline Bancorp 

Risk-Adjusted Performance

7 of 100

 
Weak
 
Strong
OK
Compared to the overall equity markets, risk-adjusted returns on investments in Byline Bancorp are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of fairly inconsistent basic indicators, Byline Bancorp showed solid returns over the last few months and may actually be approaching a breakup point.

KB Financial and Byline Bancorp Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with KB Financial and Byline Bancorp

The main advantage of trading using opposite KB Financial and Byline Bancorp positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if KB Financial position performs unexpectedly, Byline Bancorp 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 Byline Bancorp will offset losses from the drop in Byline Bancorp's long position.
The idea behind KB Financial Group and Byline Bancorp 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 Latest Portfolios module to quick portfolio dashboard that showcases your latest portfolios.

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