Correlation Between Amazon and Starbucks

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Can any of the company-specific risk be diversified away by investing in both Amazon and Starbucks 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 Starbucks into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Amazon Inc and Starbucks, you can compare the effects of market volatilities on Amazon and Starbucks 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 Starbucks. Check out your portfolio center. Please also check ongoing floating volatility patterns of Amazon and Starbucks.

Diversification Opportunities for Amazon and Starbucks

  Correlation Coefficient

Excellent diversification

The 3 months correlation between Amazon and Starbucks is -0.6. Overlapping area represents the amount of risk that can be diversified away by holding Amazon Inc and Starbucks in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Starbucks 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 Starbucks. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Starbucks has no effect on the direction of Amazon i.e., Amazon and Starbucks go up and down completely randomly.

Pair Corralation between Amazon and Starbucks

Given the investment horizon of 90 days Amazon Inc is expected to under-perform the Starbucks. In addition to that, Amazon is 2.04 times more volatile than Starbucks. It trades about -0.01 of its total potential returns per unit of risk. Starbucks is currently generating about 0.37 per unit of volatility. If you would invest  8,993  in Starbucks on September 8, 2022 and sell it today you would earn a total of  1,280  from holding Starbucks or generate 14.24% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
ValuesDaily Returns

Amazon Inc  vs.  Starbucks

 Performance (%) 
Amazon Inc 
Amazon Performance
0 of 100
Over the last 90 days Amazon Inc has generated negative risk-adjusted returns adding no value to investors with long positions. Despite unfluctuating performance in the last few months, the Stock's basic indicators remain quite persistent which may send shares a bit higher in January 2023. The latest mess may also be a sign of long-standing up-swing for the company institutional investors.

Amazon Price Channel

Starbucks Performance
7 of 100
Compared to the overall equity markets, risk-adjusted returns on investments in Starbucks are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of fairly uncertain basic indicators, Starbucks showed solid returns over the last few months and may actually be approaching a breakup point.

Starbucks Price Channel

Amazon and Starbucks Volatility Contrast

   Predicted Return Density   

Pair Trading with Amazon and Starbucks

The main advantage of trading using opposite Amazon and Starbucks positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Amazon position performs unexpectedly, Starbucks 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 Starbucks will offset losses from the drop in Starbucks' long position.
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The idea behind Amazon Inc and Starbucks 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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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 Price Exposure Probability module to analyze equity upside and downside potential for a given time horizon across multiple markets.

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