Correlation Between PayPal Holdings and Mach7 Technologies

Can any of the company-specific risk be diversified away by investing in both PayPal Holdings and Mach7 Technologies 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 PayPal Holdings and Mach7 Technologies into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between PayPal Holdings and Mach7 Technologies, you can compare the effects of market volatilities on PayPal Holdings and Mach7 Technologies 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 PayPal Holdings with a short position of Mach7 Technologies. Check out your portfolio center. Please also check ongoing floating volatility patterns of PayPal Holdings and Mach7 Technologies.

Diversification Opportunities for PayPal Holdings and Mach7 Technologies

-0.81

Correlation Coefficient

PayPal Holdings  Mach7 Technologies

Pay attention - limited upside

The 3 months correlation between PayPal and Mach7 is -0.81. Overlapping area represents the amount of risk that can be diversified away by holding PayPal Holdings and Mach7 Technologies in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Mach7 Technologies and PayPal Holdings 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 PayPal Holdings are associated (or correlated) with Mach7 Technologies. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Mach7 Technologies has no effect on the direction of PayPal Holdings i.e., PayPal Holdings and Mach7 Technologies go up and down completely randomly.

Pair Corralation between PayPal Holdings and Mach7 Technologies

Given the investment horizon of 90 days PayPal Holdings is expected to under-perform the Mach7 Technologies. But the stock apears to be less risky and, when comparing its historical volatility, PayPal Holdings is 1.51 times less risky than Mach7 Technologies. The stock trades about -0.11 of its potential returns per unit of risk. The Mach7 Technologies is currently generating about 0.09 of returns per unit of risk over similar time horizon. If you would invest  37.00  in Mach7 Technologies on December 2, 2024 and sell it today you would earn a total of  7.00  from holding Mach7 Technologies or generate 18.92% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Significant
Accuracy	98.39%
Values	Daily Returns

PayPal Holdings  vs.  Mach7 Technologies

PayPal Holdings

Risk-Adjusted Performance

Very Weak

Over the last 90 days PayPal Holdings has generated negative risk-adjusted returns adding no value to investors with long positions. Despite inconsistent performance in the last few months, the Stock's basic indicators remain quite persistent which may send shares a bit higher in April 2025. The latest mess may also be a sign of long-standing up-swing for the company institutional investors.

Mach7 Technologies

Risk-Adjusted Performance

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Mach7 Technologies are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively uncertain basic indicators, Mach7 Technologies unveiled solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with PayPal Holdings and Mach7 Technologies

The main advantage of trading using opposite PayPal Holdings and Mach7 Technologies positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if PayPal Holdings position performs unexpectedly, Mach7 Technologies 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 Mach7 Technologies will offset losses from the drop in Mach7 Technologies' long position.

The idea behind PayPal Holdings and Mach7 Technologies 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 Volatility Analysis module to get historical volatility and risk analysis based on latest market data.