Correlation Between Shionogi and Penn National

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

By analyzing existing cross correlation between Shionogi Co and Penn National Gaming, you can compare the effects of market volatilities on Shionogi and Penn National 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 Shionogi with a short position of Penn National. Check out your portfolio center. Please also check ongoing floating volatility patterns of Shionogi and Penn National.

Diversification Opportunities for Shionogi and Penn National

0.5

Correlation Coefficient

Shionogi  Penn National

Very weak diversification

The 3 months correlation between Shionogi and Penn is 0.5. Overlapping area represents the amount of risk that can be diversified away by holding Shionogi Co and Penn National Gaming in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Penn National Gaming and Shionogi 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 Shionogi Co are associated (or correlated) with Penn National. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Penn National Gaming has no effect on the direction of Shionogi i.e., Shionogi and Penn National go up and down completely randomly.

Pair Corralation between Shionogi and Penn National

Assuming the 90 days trading horizon Shionogi is expected to generate 1.75 times less return on investment than Penn National. But when comparing it to its historical volatility, Shionogi Co is 2.63 times less risky than Penn National. It trades about 0.12 of its potential returns per unit of risk. Penn National Gaming is currently generating about 0.08 of returns per unit of risk over similar time horizon. If you would invest  1,658  in Penn National Gaming on October 9, 2024 and sell it today you would earn a total of  206.00  from holding Penn National Gaming or generate 12.42% return on investment over 90 days.

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

Shionogi Co  vs.  Penn National Gaming

Shionogi

Risk-Adjusted Performance

9 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Shionogi Co are ranked lower than 9 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively unfluctuating basic indicators, Shionogi may actually be approaching a critical reversion point that can send shares even higher in February 2025.

Penn National Gaming

Risk-Adjusted Performance

6 of 100

Modest

Compared to the overall equity markets, risk-adjusted returns on investments in Penn National Gaming are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile basic indicators, Penn National reported solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Shionogi and Penn National

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

The idea behind Shionogi Co and Penn National Gaming 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 Watchlist Optimization module to optimize watchlists to build efficient portfolios or rebalance existing positions based on the mean-variance optimization algorithm.