Correlation Between CF Bankshares and Byline Bancorp

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

Diversification Opportunities for CF Bankshares and Byline Bancorp

0.89

Correlation Coefficient

CF Bankshares  Byline Bancorp

Very poor diversification

The 3 months correlation between CFBK and Byline is 0.89. Overlapping area represents the amount of risk that can be diversified away by holding CF Bankshares and Byline Bancorp in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Byline Bancorp and CF 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 CF 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 CF Bankshares i.e., CF Bankshares and Byline Bancorp go up and down completely randomly.

Pair Corralation between CF Bankshares and Byline Bancorp

Given the investment horizon of 90 days CF Bankshares is expected to under-perform the Byline Bancorp. In addition to that, CF Bankshares is 1.96 times more volatile than Byline Bancorp. It trades about -0.09 of its total potential returns per unit of risk. Byline Bancorp is currently generating about -0.14 per unit of volatility. If you would invest  3,206  in Byline Bancorp on September 12, 2024 and sell it today you would lose (83.00) from holding Byline Bancorp or give up 2.59% of portfolio value over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Strong
Accuracy	95.45%
Values	Daily Returns

CF Bankshares  vs.  Byline Bancorp

CF Bankshares

Risk-Adjusted Performance

11 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in CF Bankshares are ranked lower than 11 (%) of all global equities and portfolios over the last 90 days. Despite quite unsteady fundamental drivers, CF Bankshares disclosed solid returns over the last few months and may actually be approaching a breakup point.

Byline Bancorp

Risk-Adjusted Performance

9 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Byline Bancorp are ranked lower than 9 (%) 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.

Pair Trading with CF Bankshares and Byline Bancorp

The main advantage of trading using opposite CF Bankshares and Byline Bancorp positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if CF 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 CF 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 Sign In To Macroaxis module to sign in to explore Macroaxis' wealth optimization platform and fintech modules.