Correlation Between Deutsche Bank and Spotify Technology

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

By analyzing existing cross correlation between Deutsche Bank Aktiengesellschaft and Spotify Technology SA, you can compare the effects of market volatilities on Deutsche Bank and Spotify Technology 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 Deutsche Bank with a short position of Spotify Technology. Check out your portfolio center. Please also check ongoing floating volatility patterns of Deutsche Bank and Spotify Technology.

Diversification Opportunities for Deutsche Bank and Spotify Technology

0.68

Correlation Coefficient

Deutsche Bank  Spotify Technology

Poor diversification

The 3 months correlation between Deutsche and Spotify is 0.68. Overlapping area represents the amount of risk that can be diversified away by holding Deutsche Bank Aktiengesellscha and Spotify Technology SA in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Spotify Technology and Deutsche Bank 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 Deutsche Bank Aktiengesellschaft are associated (or correlated) with Spotify Technology. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Spotify Technology has no effect on the direction of Deutsche Bank i.e., Deutsche Bank and Spotify Technology go up and down completely randomly.

Pair Corralation between Deutsche Bank and Spotify Technology

Assuming the 90 days trading horizon Deutsche Bank is expected to generate 2.5 times less return on investment than Spotify Technology. But when comparing it to its historical volatility, Deutsche Bank Aktiengesellschaft is 1.09 times less risky than Spotify Technology. It trades about 0.07 of its potential returns per unit of risk. Spotify Technology SA is currently generating about 0.16 of returns per unit of risk over similar time horizon. If you would invest  10,200  in Spotify Technology SA on September 23, 2024 and sell it today you would earn a total of  59,820  from holding Spotify Technology SA or generate 586.47% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Significant
Accuracy	89.04%
Values	Daily Returns

Deutsche Bank Aktiengesellscha  vs.  Spotify Technology SA

Deutsche Bank Aktien

Risk-Adjusted Performance

13 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Deutsche Bank Aktiengesellschaft are ranked lower than 13 (%) of all global equities and portfolios over the last 90 days. Despite somewhat uncertain basic indicators, Deutsche Bank sustained solid returns over the last few months and may actually be approaching a breakup point.

Spotify Technology

Risk-Adjusted Performance

16 of 100

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Spotify Technology SA are ranked lower than 16 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak basic indicators, Spotify Technology sustained solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Deutsche Bank and Spotify Technology

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

The idea behind Deutsche Bank Aktiengesellschaft and Spotify Technology SA 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 Equity Analysis module to research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities.