Correlation Between Prosperity Bancshares and Byline Bancorp

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

Diversification Opportunities for Prosperity Bancshares and Byline Bancorp

0.85
  Correlation Coefficient

Very poor diversification

The 3 months correlation between Prosperity and Byline is 0.85. Overlapping area represents the amount of risk that can be diversified away by holding Prosperity Bancshares and Byline Bancorp in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Byline Bancorp and Prosperity Bancshares 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 Prosperity Bancshares 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 Prosperity Bancshares i.e., Prosperity Bancshares and Byline Bancorp go up and down completely randomly.

Pair Corralation between Prosperity Bancshares and Byline Bancorp

Allowing for the 90-day total investment horizon Prosperity Bancshares is expected to generate 1.28 times less return on investment than Byline Bancorp. But when comparing it to its historical volatility, Prosperity Bancshares is 1.09 times less risky than Byline Bancorp. It trades about 0.1 of its potential returns per unit of risk. Byline Bancorp is currently generating about 0.12 of returns per unit of risk over similar time horizon. If you would invest  2,046  in Byline Bancorp on January 26, 2024 and sell it today you would earn a total of  97.00  from holding Byline Bancorp or generate 4.74% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthStrong
Accuracy100.0%
ValuesDaily Returns

Prosperity Bancshares  vs.  Byline Bancorp

 Performance 
       Timeline  
Prosperity Bancshares 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Prosperity Bancshares has generated negative risk-adjusted returns adding no value to investors with long positions. Despite somewhat strong fundamental drivers, Prosperity Bancshares is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.
Byline Bancorp 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
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.

Prosperity Bancshares and Byline Bancorp Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Prosperity Bancshares and Byline Bancorp

The main advantage of trading using opposite Prosperity Bancshares and Byline Bancorp positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Prosperity Bancshares 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 Prosperity Bancshares 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 Price Transformation module to use Price Transformation models to analyze the depth of different equity instruments across global markets.

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