Correlation Between Japan Tobacco and Penn National

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

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

Diversification Opportunities for Japan Tobacco and Penn National

0.12

Correlation Coefficient

Japan Tobacco  Penn National

Average diversification

The 3 months correlation between Japan and Penn is 0.12. Overlapping area represents the amount of risk that can be diversified away by holding Japan Tobacco 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 Japan Tobacco 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 Japan Tobacco 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 Japan Tobacco i.e., Japan Tobacco and Penn National go up and down completely randomly.

Pair Corralation between Japan Tobacco and Penn National

Assuming the 90 days horizon Japan Tobacco is expected to generate 22.16 times less return on investment than Penn National. But when comparing it to its historical volatility, Japan Tobacco is 2.02 times less risky than Penn National. It trades about 0.01 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  1,759  in Penn National Gaming on September 18, 2024 and sell it today you would earn a total of  213.00  from holding Penn National Gaming or generate 12.11% return on investment over 90 days.

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

Japan Tobacco  vs.  Penn National Gaming

Japan Tobacco

Risk-Adjusted Performance

0 of 100

Weak

Over the last 90 days Japan Tobacco has generated negative risk-adjusted returns adding no value to investors with long positions. Despite nearly stable basic indicators, Japan Tobacco is not utilizing all of its potentials. The newest stock price disturbance, may contribute to mid-run losses for the stockholders.

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 Japan Tobacco and Penn National

The main advantage of trading using opposite Japan Tobacco and Penn National positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Japan Tobacco 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 Japan Tobacco 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.

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 the Volatility Analysis module to get historical volatility and risk analysis based on latest market data.