Correlation Between Media Sentiment and Dow Jones

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

By analyzing existing cross correlation between Media Sentiment and Dow Jones Industrial, you can compare the effects of market volatilities on Media Sentiment and Dow Jones 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 Media Sentiment with a short position of Dow Jones. Check out your portfolio center. Please also check ongoing floating volatility patterns of Media Sentiment and Dow Jones.

Diversification Opportunities for Media Sentiment and Dow Jones

0.36

Correlation Coefficient

Media Sentiment  Dow Jones

Weak diversification

The 3 months correlation between Media and Dow is 0.36. Overlapping area represents the amount of risk that can be diversified away by holding Media Sentiment and Dow Jones Industrial in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Dow Jones Industrial and Media Sentiment 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 Media Sentiment are associated (or correlated) with Dow Jones. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Dow Jones Industrial has no effect on the direction of Media Sentiment i.e., Media Sentiment and Dow Jones go up and down completely randomly.

Pair Corralation between Media Sentiment and Dow Jones

Given the investment horizon of 90 days Media Sentiment is expected to generate 21.68 times more return on investment than Dow Jones. However, Media Sentiment is 21.68 times more volatile than Dow Jones Industrial. It trades about 0.08 of its potential returns per unit of risk. Dow Jones Industrial is currently generating about -0.27 per unit of risk. If you would invest  9.50  in Media Sentiment on October 7, 2024 and sell it today you would earn a total of  0.50  from holding Media Sentiment or generate 5.26% return on investment over 90 days.

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

Media Sentiment  vs.  Dow Jones Industrial

Pair Trading with Media Sentiment and Dow Jones

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

The idea behind Media Sentiment and Dow Jones Industrial 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 Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.