Correlation Between Walmart and Bank of America

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

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

Diversification Opportunities for Walmart and Bank of America

0.77

Correlation Coefficient

Walmart  Bank of America

Poor diversification

The 3 months correlation between Walmart and Bank is 0.77. Overlapping area represents the amount of risk that can be diversified away by holding Walmart and Bank of America in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Bank of America and Walmart 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 Walmart are associated (or correlated) with Bank of America. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Bank of America has no effect on the direction of Walmart i.e., Walmart and Bank of America go up and down completely randomly.

Pair Corralation between Walmart and Bank of America

Considering the 90-day investment horizon Walmart is expected to generate 3.31 times less return on investment than Bank of America. But when comparing it to its historical volatility, Walmart is 2.07 times less risky than Bank of America. It trades about 0.02 of its potential returns per unit of risk. Bank of America is currently generating about 0.03 of returns per unit of risk over similar time horizon. If you would invest  3,752  in Bank of America on January 29, 2024 and sell it today you would earn a total of  31.00  from holding Bank of America or generate 0.83% return on investment over 90 days.

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

Walmart  vs.  Bank of America

Walmart

Risk-Adjusted Performance

13 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Walmart are ranked lower than 13 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively uncertain primary indicators, Walmart may actually be approaching a critical reversion point that can send shares even higher in May 2024.

Bank of America

Risk-Adjusted Performance

11 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Bank of America are ranked lower than 11 (%) of all global equities and portfolios over the last 90 days. In spite of rather fragile basic indicators, Bank of America exhibited solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Walmart and Bank of America

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

The idea behind Walmart and Bank of America 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 CEOs Directory module to screen CEOs from public companies around the world.