Correlation Between Taiwan Fire and Mega Financial

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Can any of the company-specific risk be diversified away by investing in both Taiwan Fire and Mega 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 Taiwan Fire and Mega Financial into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Taiwan Fire Marine and Mega Financial Holding, you can compare the effects of market volatilities on Taiwan Fire and Mega 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 Taiwan Fire with a short position of Mega Financial. Check out your portfolio center. Please also check ongoing floating volatility patterns of Taiwan Fire and Mega Financial.

Diversification Opportunities for Taiwan Fire and Mega Financial

0.31
  Correlation Coefficient

Weak diversification

The 3 months correlation between Taiwan and Mega is 0.31. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Fire Marine and Mega Financial Holding in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Mega Financial Holding and Taiwan Fire 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 Taiwan Fire Marine are associated (or correlated) with Mega Financial. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Mega Financial Holding has no effect on the direction of Taiwan Fire i.e., Taiwan Fire and Mega Financial go up and down completely randomly.

Pair Corralation between Taiwan Fire and Mega Financial

Assuming the 90 days trading horizon Taiwan Fire Marine is expected to under-perform the Mega Financial. But the stock apears to be less risky and, when comparing its historical volatility, Taiwan Fire Marine is 1.16 times less risky than Mega Financial. The stock trades about -0.27 of its potential returns per unit of risk. The Mega Financial Holding is currently generating about -0.15 of returns per unit of risk over similar time horizon. If you would invest  3,940  in Mega Financial Holding on October 12, 2024 and sell it today you would lose (80.00) from holding Mega Financial Holding or give up 2.03% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthVery Weak
Accuracy95.45%
ValuesDaily Returns

Taiwan Fire Marine  vs.  Mega Financial Holding

 Performance 
       Timeline  
Taiwan Fire Marine 

Risk-Adjusted Performance

6 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Fire Marine are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. In spite of fairly stable basic indicators, Taiwan Fire is not utilizing all of its potentials. The latest stock price fuss, may contribute to near-short-term losses for the sophisticated investors.
Mega Financial Holding 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Mega Financial Holding has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fairly stable basic indicators, Mega Financial is not utilizing all of its potentials. The latest stock price fuss, may contribute to near-short-term losses for the sophisticated investors.

Taiwan Fire and Mega Financial Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Taiwan Fire and Mega Financial

The main advantage of trading using opposite Taiwan Fire and Mega Financial positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Taiwan Fire position performs unexpectedly, Mega 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 Mega Financial will offset losses from the drop in Mega Financial's long position.
The idea behind Taiwan Fire Marine and Mega Financial Holding 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 My Watchlist Analysis module to analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like.

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