Correlation Between Byline Bancorp and Farmers Merchants

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

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

Diversification Opportunities for Byline Bancorp and Farmers Merchants

0.96

Correlation Coefficient

Byline Bancorp  Farmers Merchants

Almost no diversification

The 3 months correlation between Byline and Farmers is 0.96. Overlapping area represents the amount of risk that can be diversified away by holding Byline Bancorp and Farmers Merchants Bancorp in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Farmers Merchants Bancorp 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 Farmers Merchants. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Farmers Merchants Bancorp has no effect on the direction of Byline Bancorp i.e., Byline Bancorp and Farmers Merchants go up and down completely randomly.

Pair Corralation between Byline Bancorp and Farmers Merchants

Allowing for the 90-day total investment horizon Byline Bancorp is expected to generate 0.72 times more return on investment than Farmers Merchants. However, Byline Bancorp is 1.39 times less risky than Farmers Merchants. It trades about -0.06 of its potential returns per unit of risk. Farmers Merchants Bancorp is currently generating about -0.06 per unit of risk. If you would invest  3,157  in Byline Bancorp on September 14, 2024 and sell it today you would lose (44.00) from holding Byline Bancorp or give up 1.39% of portfolio value over 90 days.

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

Byline Bancorp  vs.  Farmers Merchants Bancorp

Byline Bancorp

Risk-Adjusted Performance

8 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Byline Bancorp are ranked lower than 8 (%) 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.

Farmers Merchants Bancorp

Risk-Adjusted Performance

9 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Farmers Merchants Bancorp are ranked lower than 9 (%) of all global equities and portfolios over the last 90 days. In spite of very fragile basic indicators, Farmers Merchants displayed solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Byline Bancorp and Farmers Merchants

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

The idea behind Byline Bancorp and Farmers Merchants 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.

Check out your portfolio center.

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 Optimization module to compute new portfolio that will generate highest expected return given your specified tolerance for risk.