Correlation Between Byline Bancorp and First Bancshares

Can any of the company-specific risk be diversified away by investing in both Byline Bancorp and First 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 First 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 First Bancshares, you can compare the effects of market volatilities on Byline Bancorp and First 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 First Bancshares. Check out your portfolio center. Please also check ongoing floating volatility patterns of Byline Bancorp and First Bancshares.

Diversification Opportunities for Byline Bancorp and First Bancshares

0.15

Correlation Coefficient

Byline Bancorp  First Bancshares

Average diversification

The 3 months correlation between Byline and First is 0.15. Overlapping area represents the amount of risk that can be diversified away by holding Byline Bancorp and First Bancshares in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on First 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 First Bancshares. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of First Bancshares has no effect on the direction of Byline Bancorp i.e., Byline Bancorp and First Bancshares go up and down completely randomly.

Pair Corralation between Byline Bancorp and First Bancshares

Allowing for the 90-day total investment horizon Byline Bancorp is expected to under-perform the First Bancshares. But the stock apears to be less risky and, when comparing its historical volatility, Byline Bancorp is 2.16 times less risky than First Bancshares. The stock trades about -0.15 of its potential returns per unit of risk. The First Bancshares is currently generating about 0.01 of returns per unit of risk over similar time horizon. If you would invest  1,360  in First Bancshares on December 17, 2024 and sell it today you would lose (20.00) from holding First Bancshares or give up 1.47% of portfolio value over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Insignificant
Accuracy	100.0%
Values	Daily Returns

Byline Bancorp  vs.  First Bancshares

Byline Bancorp

Risk-Adjusted Performance

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 inconsistent performance in the last few months, the Stock's basic indicators remain fairly strong which may send shares a bit higher in April 2025. The current disturbance may also be a sign of long term up-swing for the company investors.

First Bancshares

Risk-Adjusted Performance

Very Weak

Over the last 90 days First Bancshares has generated negative risk-adjusted returns adding no value to investors with long positions. Despite somewhat strong basic indicators, First Bancshares is not utilizing all of its potentials. The latest stock price disturbance, may contribute to short-term losses for the investors.

Pair Trading with Byline Bancorp and First Bancshares

The main advantage of trading using opposite Byline Bancorp and First Bancshares positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Byline Bancorp position performs unexpectedly, First 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 First Bancshares will offset losses from the drop in First Bancshares' long position.

The idea behind Byline Bancorp and First 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 Portfolio Center module to all portfolio management and optimization tools to improve performance of your portfolios.