Correlation Between Highlands Bankshares and Byline Bancorp

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

Diversification Opportunities for Highlands Bankshares and Byline Bancorp

-0.1
  Correlation Coefficient

Good diversification

The 3 months correlation between Highlands and Byline is -0.1. Overlapping area represents the amount of risk that can be diversified away by holding Highlands Bankshares and Byline Bancorp in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Byline Bancorp and Highlands Bankshares 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 Highlands Bankshares 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 Highlands Bankshares i.e., Highlands Bankshares and Byline Bancorp go up and down completely randomly.

Pair Corralation between Highlands Bankshares and Byline Bancorp

Given the investment horizon of 90 days Highlands Bankshares is expected to generate 0.66 times more return on investment than Byline Bancorp. However, Highlands Bankshares is 1.51 times less risky than Byline Bancorp. It trades about 0.01 of its potential returns per unit of risk. Byline Bancorp is currently generating about -0.08 per unit of risk. If you would invest  3,600  in Highlands Bankshares on January 20, 2024 and sell it today you would earn a total of  0.00  from holding Highlands Bankshares or generate 0.0% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
StrengthInsignificant
Accuracy80.95%
ValuesDaily Returns

Highlands Bankshares  vs.  Byline Bancorp

 Performance 
       Timeline  
Highlands Bankshares 

Risk-Adjusted Performance

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Weak
 
Strong
Very Weak
Over the last 90 days Highlands Bankshares has generated negative risk-adjusted returns adding no value to investors with long positions. Despite unsteady performance in the last few months, the Stock's basic indicators remain fairly strong which may send shares a bit higher in May 2024. The recent confusion may also be a sign of long-lasting up-swing for the firm traders.
Byline Bancorp 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Byline Bancorp has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of unsteady performance in the last few months, the Stock's basic indicators remain fairly strong which may send shares a bit higher in May 2024. The current disturbance may also be a sign of long term up-swing for the company investors.

Highlands Bankshares and Byline Bancorp Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Highlands Bankshares and Byline Bancorp

The main advantage of trading using opposite Highlands Bankshares and Byline Bancorp positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Highlands Bankshares 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 Highlands Bankshares 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.
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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 Global Correlations module to find global opportunities by holding instruments from different markets.

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