Correlation Between Amazon and Vipshop Holdings

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

By analyzing existing cross correlation between Amazon Inc and Vipshop Holdings Limited, you can compare the effects of market volatilities on Amazon and Vipshop Holdings 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 Vipshop Holdings. Check out your portfolio center. Please also check ongoing floating volatility patterns of Amazon and Vipshop Holdings.

Diversification Opportunities for Amazon and Vipshop Holdings

0.28

Correlation Coefficient

Amazon  Vipshop Holdings

Modest diversification

The 3 months correlation between Amazon and Vipshop is 0.28. Overlapping area represents the amount of risk that can be diversified away by holding Amazon Inc and Vipshop Holdings Limited in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Vipshop Holdings 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 Vipshop Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Vipshop Holdings has no effect on the direction of Amazon i.e., Amazon and Vipshop Holdings go up and down completely randomly.

Pair Corralation between Amazon and Vipshop Holdings

Assuming the 90 days trading horizon Amazon Inc is expected to generate 0.99 times more return on investment than Vipshop Holdings. However, Amazon Inc is 1.01 times less risky than Vipshop Holdings. It trades about 0.19 of its potential returns per unit of risk. Vipshop Holdings Limited is currently generating about 0.14 per unit of risk. If you would invest  5,147  in Amazon Inc on April 23, 2025 and sell it today you would earn a total of  1,215  from holding Amazon Inc or generate 23.61% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Very Weak
Accuracy	98.41%
Values	Daily Returns

Amazon Inc  vs.  Vipshop Holdings Limited

Amazon Inc

Risk-Adjusted Performance

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Amazon Inc are ranked lower than 14 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak basic indicators, Amazon sustained solid returns over the last few months and may actually be approaching a breakup point.

Vipshop Holdings

Risk-Adjusted Performance

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Vipshop Holdings Limited are ranked lower than 10 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak forward indicators, Vipshop Holdings sustained solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Amazon and Vipshop Holdings

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

The idea behind Amazon Inc and Vipshop Holdings Limited 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 Analyst Advice module to analyst recommendations and target price estimates broken down by several categories.