Correlation Between Q2 Holdings and Discover Financial

Can any of the company-specific risk be diversified away by investing in both Q2 Holdings and Discover Financial 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 Q2 Holdings and Discover Financial into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Q2 Holdings and Discover Financial Services, you can compare the effects of market volatilities on Q2 Holdings and Discover Financial 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 Q2 Holdings with a short position of Discover Financial. Check out your portfolio center. Please also check ongoing floating volatility patterns of Q2 Holdings and Discover Financial.

Diversification Opportunities for Q2 Holdings and Discover Financial

0.97

Correlation Coefficient

Q2 Holdings  Discover Financial

Almost no diversification

The 3 months correlation between QTWO and Discover is 0.97. Overlapping area represents the amount of risk that can be diversified away by holding Q2 Holdings and Discover Financial Services in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Discover Financial and Q2 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 Q2 Holdings are associated (or correlated) with Discover Financial. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Discover Financial has no effect on the direction of Q2 Holdings i.e., Q2 Holdings and Discover Financial go up and down completely randomly.

Pair Corralation between Q2 Holdings and Discover Financial

Given the investment horizon of 90 days Q2 Holdings is expected to generate 1.59 times more return on investment than Discover Financial. However, Q2 Holdings is 1.59 times more volatile than Discover Financial Services. It trades about 0.22 of its potential returns per unit of risk. Discover Financial Services is currently generating about 0.04 per unit of risk. If you would invest  9,638  in Q2 Holdings on September 19, 2024 and sell it today you would earn a total of  816.00  from holding Q2 Holdings or generate 8.47% return on investment over 90 days.

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

Q2 Holdings  vs.  Discover Financial Services

Q2 Holdings

Risk-Adjusted Performance

15 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Q2 Holdings are ranked lower than 15 (%) of all global equities and portfolios over the last 90 days. In spite of very abnormal basic indicators, Q2 Holdings displayed solid returns over the last few months and may actually be approaching a breakup point.

Discover Financial

Risk-Adjusted Performance

8 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Discover Financial Services are ranked lower than 8 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively abnormal technical and fundamental indicators, Discover Financial unveiled solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Q2 Holdings and Discover Financial

The main advantage of trading using opposite Q2 Holdings and Discover Financial positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Q2 Holdings position performs unexpectedly, Discover Financial 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 Discover Financial will offset losses from the drop in Discover Financial's long position.

The idea behind Q2 Holdings and Discover Financial Services 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 Volatility module to check portfolio volatility and analyze historical return density to properly model market risk.