Correlation Between Amazon and Walmart
Can any of the company-specific risk be diversified away by investing in both Amazon and Walmart 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 Amazon and Walmart into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Amazon Inc and Walmart, you can compare the effects of market volatilities on Amazon and Walmart 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 Amazon with a short position of Walmart. Check out your portfolio center. Please also check ongoing floating volatility patterns of Amazon and Walmart.
Diversification Opportunities for Amazon and Walmart
Poor diversification
The 3 months correlation between Amazon and Walmart is 0.75. Overlapping area represents the amount of risk that can be diversified away by holding Amazon Inc and Walmart in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Walmart and Amazon 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 Amazon Inc are associated (or correlated) with Walmart. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Walmart has no effect on the direction of Amazon i.e., Amazon and Walmart go up and down completely randomly.
Pair Corralation between Amazon and Walmart
Assuming the 90 days trading horizon Amazon Inc is expected to under-perform the Walmart. In addition to that, Amazon is 1.37 times more volatile than Walmart. It trades about -0.07 of its total potential returns per unit of risk. Walmart is currently generating about -0.07 per unit of volatility. If you would invest 9,827 in Walmart on February 18, 2025 and sell it today you would lose (1,021) from holding Walmart or give up 10.39% of portfolio value over 90 days.
Time Period | 3 Months [change] |
Direction | Moves Together |
Strength | Significant |
Accuracy | 100.0% |
Values | Daily Returns |
Amazon Inc vs. Walmart
Performance |
Timeline |
Amazon Inc |
Walmart |
Amazon and Walmart Volatility Contrast
Predicted Return Density |
Returns |
Pair Trading with Amazon and Walmart
The main advantage of trading using opposite Amazon and Walmart positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Amazon position performs unexpectedly, Walmart 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 Walmart will offset losses from the drop in Walmart's long position.Amazon vs. Kingdee International Software | Amazon vs. Infrastrutture Wireless Italiane | Amazon vs. CENTURIA OFFICE REIT | Amazon vs. ZhongAn Online P |
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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 Commodity Channel module to use Commodity Channel Index to analyze current equity momentum.
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