Correlation Between Pinduoduo and Vipshop Holdings

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

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

Diversification Opportunities for Pinduoduo and Vipshop Holdings

0.33

Correlation Coefficient

Pinduoduo  Vipshop Holdings

Weak diversification

The 3 months correlation between Pinduoduo and Vipshop is 0.33. Overlapping area represents the amount of risk that can be diversified away by holding Pinduoduo and Vipshop Holdings Limited in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Vipshop Holdings and Pinduoduo 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 Pinduoduo 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 Pinduoduo i.e., Pinduoduo and Vipshop Holdings go up and down completely randomly.

Pair Corralation between Pinduoduo and Vipshop Holdings

Assuming the 90 days trading horizon Pinduoduo is expected to generate 1.6 times less return on investment than Vipshop Holdings. In addition to that, Pinduoduo is 1.59 times more volatile than Vipshop Holdings Limited. It trades about 0.06 of its total potential returns per unit of risk. Vipshop Holdings Limited is currently generating about 0.15 per unit of volatility. If you would invest  3,686  in Vipshop Holdings Limited on April 20, 2025 and sell it today you would earn a total of  697.00  from holding Vipshop Holdings Limited or generate 18.91% return on investment over 90 days.

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

Pinduoduo  vs.  Vipshop Holdings Limited

Pinduoduo

Risk-Adjusted Performance

Insignificant

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

Vipshop Holdings

Risk-Adjusted Performance

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Vipshop Holdings Limited are ranked lower than 12 (%) 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 Pinduoduo and Vipshop Holdings

The main advantage of trading using opposite Pinduoduo and Vipshop Holdings positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Pinduoduo 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 Pinduoduo 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.

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 ETFs module to find actively traded Exchange Traded Funds (ETF) from around the world.