Correlation Between Byline Bancorp and Heritage Financial

Can any of the company-specific risk be diversified away by investing in both Byline Bancorp and Heritage Financial 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 Heritage Financial into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Byline Bancorp and Heritage Financial, you can compare the effects of market volatilities on Byline Bancorp and Heritage Financial 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 Heritage Financial. Check out your portfolio center. Please also check ongoing floating volatility patterns of Byline Bancorp and Heritage Financial.

Diversification Opportunities for Byline Bancorp and Heritage Financial

0.92

Correlation Coefficient

Byline Bancorp  Heritage Financial

Almost no diversification

The 3 months correlation between Byline and Heritage is 0.92. Overlapping area represents the amount of risk that can be diversified away by holding Byline Bancorp and Heritage Financial in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Heritage Financial 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 Heritage Financial. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Heritage Financial has no effect on the direction of Byline Bancorp i.e., Byline Bancorp and Heritage Financial go up and down completely randomly.

Pair Corralation between Byline Bancorp and Heritage Financial

Allowing for the 90-day total investment horizon Byline Bancorp is expected to generate 0.82 times more return on investment than Heritage Financial. However, Byline Bancorp is 1.22 times less risky than Heritage Financial. It trades about 0.12 of its potential returns per unit of risk. Heritage Financial is currently generating about -0.02 per unit of risk. If you would invest  2,858  in Byline Bancorp on November 20, 2024 and sell it today you would earn a total of  92.00  from holding Byline Bancorp or generate 3.22% return on investment over 90 days.

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

Byline Bancorp  vs.  Heritage Financial

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 fairly strong basic indicators, Byline Bancorp is not utilizing all of its potentials. The recent stock price disturbance, may contribute to short-term losses for the investors.

Heritage Financial

Risk-Adjusted Performance

Very Weak

Over the last 90 days Heritage Financial has generated negative risk-adjusted returns adding no value to investors with long positions. Despite somewhat strong basic indicators, Heritage Financial 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 Heritage Financial

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

The idea behind Byline Bancorp and Heritage Financial 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 Sectors module to list of equity sectors categorizing publicly traded companies based on their primary business activities.