Correlation Between Byline Bancorp and Affinity Bancshares

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

Diversification Opportunities for Byline Bancorp and Affinity Bancshares

0.46
  Correlation Coefficient

Very weak diversification

The 3 months correlation between Byline and Affinity is 0.46. Overlapping area represents the amount of risk that can be diversified away by holding Byline Bancorp and Affinity Bancshares in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Affinity Bancshares and Byline Bancorp 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 Byline Bancorp are associated (or correlated) with Affinity Bancshares. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Affinity Bancshares has no effect on the direction of Byline Bancorp i.e., Byline Bancorp and Affinity Bancshares go up and down completely randomly.

Pair Corralation between Byline Bancorp and Affinity Bancshares

Allowing for the 90-day total investment horizon Byline Bancorp is expected to generate 0.93 times more return on investment than Affinity Bancshares. However, Byline Bancorp is 1.07 times less risky than Affinity Bancshares. It trades about 0.08 of its potential returns per unit of risk. Affinity Bancshares is currently generating about 0.03 per unit of risk. If you would invest  2,031  in Byline Bancorp on November 2, 2024 and sell it today you would earn a total of  903.00  from holding Byline Bancorp or generate 44.46% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthWeak
Accuracy99.19%
ValuesDaily Returns

Byline Bancorp  vs.  Affinity Bancshares

 Performance 
       Timeline  
Byline Bancorp 

Risk-Adjusted Performance

6 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in Byline Bancorp are ranked lower than 6 (%) 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.
Affinity Bancshares 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Affinity Bancshares 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 fundamental drivers remain fairly strong which may send shares a bit higher in March 2025. The recent confusion may also be a sign of long-lasting up-swing for the firm traders.

Byline Bancorp and Affinity Bancshares Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Byline Bancorp and Affinity Bancshares

The main advantage of trading using opposite Byline Bancorp and Affinity Bancshares positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Byline Bancorp position performs unexpectedly, Affinity Bancshares 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 Affinity Bancshares will offset losses from the drop in Affinity Bancshares' long position.
The idea behind Byline Bancorp and Affinity Bancshares 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 Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.

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