Correlation Between ASE Industrial and Taiwan Semiconductor

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

Diversification Opportunities for ASE Industrial and Taiwan Semiconductor

0.67
  Correlation Coefficient

Poor diversification

The 3 months correlation between ASE and Taiwan is 0.67. Overlapping area represents the amount of risk that can be diversified away by holding ASE Industrial Holding and Taiwan Semiconductor Manufactu in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and ASE Industrial 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 ASE Industrial Holding are associated (or correlated) with Taiwan Semiconductor. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Taiwan Semiconductor has no effect on the direction of ASE Industrial i.e., ASE Industrial and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between ASE Industrial and Taiwan Semiconductor

Considering the 90-day investment horizon ASE Industrial Holding is expected to generate 1.17 times more return on investment than Taiwan Semiconductor. However, ASE Industrial is 1.17 times more volatile than Taiwan Semiconductor Manufacturing. It trades about -0.04 of its potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about -0.06 per unit of risk. If you would invest  1,015  in ASE Industrial Holding on August 27, 2024 and sell it today you would lose (22.00) from holding ASE Industrial Holding or give up 2.17% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

ASE Industrial Holding  vs.  Taiwan Semiconductor Manufactu

 Performance 
       Timeline  
ASE Industrial Holding 

Risk-Adjusted Performance

1 of 100

 
Weak
 
Strong
Weak
Compared to the overall equity markets, risk-adjusted returns on investments in ASE Industrial Holding are ranked lower than 1 (%) of all global equities and portfolios over the last 90 days. In spite of fairly strong basic indicators, ASE Industrial is not utilizing all of its potentials. The latest stock price disturbance, may contribute to short-term losses for the investors.
Taiwan Semiconductor 

Risk-Adjusted Performance

6 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. In spite of very weak basic indicators, Taiwan Semiconductor displayed solid returns over the last few months and may actually be approaching a breakup point.

ASE Industrial and Taiwan Semiconductor Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with ASE Industrial and Taiwan Semiconductor

The main advantage of trading using opposite ASE Industrial and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if ASE Industrial position performs unexpectedly, Taiwan Semiconductor 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 Taiwan Semiconductor will offset losses from the drop in Taiwan Semiconductor's long position.
The idea behind ASE Industrial Holding and Taiwan Semiconductor Manufacturing 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.

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