Correlation Between National Bankshares and Lake Shore

Can any of the company-specific risk be diversified away by investing in both National Bankshares and Lake Shore 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 National Bankshares and Lake Shore into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between National Bankshares and Lake Shore Bancorp, you can compare the effects of market volatilities on National Bankshares and Lake Shore 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 National Bankshares with a short position of Lake Shore. Check out your portfolio center. Please also check ongoing floating volatility patterns of National Bankshares and Lake Shore.

Diversification Opportunities for National Bankshares and Lake Shore

0.17

Correlation Coefficient

National Bankshares  Lake Shore

Average diversification

The 3 months correlation between National and Lake is 0.17. Overlapping area represents the amount of risk that can be diversified away by holding National Bankshares and Lake Shore Bancorp in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Lake Shore Bancorp and National 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 National Bankshares are associated (or correlated) with Lake Shore. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Lake Shore Bancorp has no effect on the direction of National Bankshares i.e., National Bankshares and Lake Shore go up and down completely randomly.

Pair Corralation between National Bankshares and Lake Shore

Given the investment horizon of 90 days National Bankshares is expected to generate 1.85 times more return on investment than Lake Shore. However, National Bankshares is 1.85 times more volatile than Lake Shore Bancorp. It trades about 0.05 of its potential returns per unit of risk. Lake Shore Bancorp is currently generating about 0.05 per unit of risk. If you would invest  2,924  in National Bankshares on October 25, 2024 and sell it today you would earn a total of  57.00  from holding National Bankshares or generate 1.95% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Insignificant
Accuracy	72.22%
Values	Daily Returns

National Bankshares  vs.  Lake Shore Bancorp

National Bankshares

Risk-Adjusted Performance

4 of 100

Weak

Compared to the overall equity markets, risk-adjusted returns on investments in National Bankshares are ranked lower than 4 (%) of all global equities and portfolios over the last 90 days. Despite fairly unsteady basic indicators, National Bankshares may actually be approaching a critical reversion point that can send shares even higher in February 2025.

Lake Shore Bancorp

Risk-Adjusted Performance

2 of 100

Very Weak

Compared to the overall equity markets, risk-adjusted returns on investments in Lake Shore Bancorp are ranked lower than 2 (%) of all global equities and portfolios over the last 90 days. Despite quite persistent fundamental drivers, Lake Shore is not utilizing all of its potentials. The latest stock price mess, may contribute to short-term losses for the institutional investors.

Pair Trading with National Bankshares and Lake Shore

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

The idea behind National Bankshares and Lake Shore 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 Performance Analysis module to check effects of mean-variance optimization against your current asset allocation.