Correlation Between Mahaka Media and Dunia Virtual

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

By analyzing existing cross correlation between Mahaka Media Tbk and Dunia Virtual Online, you can compare the effects of market volatilities on Mahaka Media and Dunia Virtual 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 Mahaka Media with a short position of Dunia Virtual. Check out your portfolio center. Please also check ongoing floating volatility patterns of Mahaka Media and Dunia Virtual.

Diversification Opportunities for Mahaka Media and Dunia Virtual

-0.45

Correlation Coefficient

Mahaka Media  Dunia Virtual

Very good diversification

The 3 months correlation between Mahaka and Dunia is -0.45. Overlapping area represents the amount of risk that can be diversified away by holding Mahaka Media Tbk and Dunia Virtual Online in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Dunia Virtual Online and Mahaka Media 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 Mahaka Media Tbk are associated (or correlated) with Dunia Virtual. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Dunia Virtual Online has no effect on the direction of Mahaka Media i.e., Mahaka Media and Dunia Virtual go up and down completely randomly.

Pair Corralation between Mahaka Media and Dunia Virtual

Assuming the 90 days trading horizon Mahaka Media Tbk is expected to under-perform the Dunia Virtual. But the stock apears to be less risky and, when comparing its historical volatility, Mahaka Media Tbk is 1.57 times less risky than Dunia Virtual. The stock trades about -0.07 of its potential returns per unit of risk. The Dunia Virtual Online is currently generating about 0.56 of returns per unit of risk over similar time horizon. If you would invest  20,000  in Dunia Virtual Online on December 4, 2024 and sell it today you would earn a total of  26,000  from holding Dunia Virtual Online or generate 130.0% return on investment over 90 days.

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

Mahaka Media Tbk  vs.  Dunia Virtual Online

Mahaka Media Tbk

Risk-Adjusted Performance

Very Weak

Over the last 90 days Mahaka Media Tbk has generated negative risk-adjusted returns adding no value to investors with long positions. Despite conflicting performance in the last few months, the Stock's forward-looking signals remain quite persistent which may send shares a bit higher in April 2025. The latest mess may also be a sign of long-standing up-swing for the company institutional investors.

Dunia Virtual Online

Risk-Adjusted Performance

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Dunia Virtual Online are ranked lower than 19 (%) of all global equities and portfolios over the last 90 days. Despite quite conflicting forward-looking signals, Dunia Virtual disclosed solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Mahaka Media and Dunia Virtual

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

The idea behind Mahaka Media Tbk and Dunia Virtual Online 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 Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.