Correlation Between Apple and PayPal Holdings

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

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

Diversification Opportunities for Apple and PayPal Holdings

0.87

Correlation Coefficient

Apple  PayPal Holdings

Very poor diversification

The 3 months correlation between Apple and PayPal is 0.87. Overlapping area represents the amount of risk that can be diversified away by holding Apple Inc and PayPal Holdings in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on PayPal Holdings and Apple 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 Apple Inc are associated (or correlated) with PayPal Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of PayPal Holdings has no effect on the direction of Apple i.e., Apple and PayPal Holdings go up and down completely randomly.

Pair Corralation between Apple and PayPal Holdings

Assuming the 90 days trading horizon Apple is expected to generate 1.05 times less return on investment than PayPal Holdings. But when comparing it to its historical volatility, Apple Inc is 1.24 times less risky than PayPal Holdings. It trades about 0.21 of its potential returns per unit of risk. PayPal Holdings is currently generating about 0.18 of returns per unit of risk over similar time horizon. If you would invest  7,066  in PayPal Holdings on September 22, 2024 and sell it today you would earn a total of  1,350  from holding PayPal Holdings or generate 19.11% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Strong
Accuracy	98.48%
Values	Daily Returns

Apple Inc  vs.  PayPal Holdings

Apple Inc

Risk-Adjusted Performance

16 of 100

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Apple Inc are ranked lower than 16 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively fragile fundamental indicators, Apple unveiled solid returns over the last few months and may actually be approaching a breakup point.

PayPal Holdings

Risk-Adjusted Performance

14 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in PayPal Holdings are ranked lower than 14 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively uncertain basic indicators, PayPal Holdings unveiled solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Apple and PayPal Holdings

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

The idea behind Apple Inc and PayPal Holdings 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 Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.