Correlation Between ASE Industrial and Powerchip Semiconductor

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Can any of the company-specific risk be diversified away by investing in both ASE Industrial and Powerchip 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 Powerchip 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 Powerchip Semiconductor Manufacturing, you can compare the effects of market volatilities on ASE Industrial and Powerchip 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 Powerchip Semiconductor. Check out your portfolio center. Please also check ongoing floating volatility patterns of ASE Industrial and Powerchip Semiconductor.

Diversification Opportunities for ASE Industrial and Powerchip Semiconductor

0.29
  Correlation Coefficient

Modest diversification

The 3 months correlation between ASE and Powerchip is 0.29. Overlapping area represents the amount of risk that can be diversified away by holding ASE Industrial Holding and Powerchip Semiconductor Manufa in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Powerchip 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 Powerchip Semiconductor. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Powerchip Semiconductor has no effect on the direction of ASE Industrial i.e., ASE Industrial and Powerchip Semiconductor go up and down completely randomly.

Pair Corralation between ASE Industrial and Powerchip Semiconductor

Assuming the 90 days trading horizon ASE Industrial Holding is expected to generate 0.61 times more return on investment than Powerchip Semiconductor. However, ASE Industrial Holding is 1.65 times less risky than Powerchip Semiconductor. It trades about 0.09 of its potential returns per unit of risk. Powerchip Semiconductor Manufacturing is currently generating about 0.04 per unit of risk. If you would invest  15,500  in ASE Industrial Holding on December 3, 2024 and sell it today you would earn a total of  1,600  from holding ASE Industrial Holding or generate 10.32% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthVery Weak
Accuracy98.25%
ValuesDaily Returns

ASE Industrial Holding  vs.  Powerchip Semiconductor Manufa

 Performance 
       Timeline  
ASE Industrial Holding 

Risk-Adjusted Performance

OK

 
Weak
 
Strong
Compared to the overall equity markets, risk-adjusted returns on investments in ASE Industrial Holding are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, ASE Industrial showed solid returns over the last few months and may actually be approaching a breakup point.
Powerchip Semiconductor 

Risk-Adjusted Performance

Insignificant

 
Weak
 
Strong
Compared to the overall equity markets, risk-adjusted returns on investments in Powerchip Semiconductor Manufacturing are ranked lower than 3 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, Powerchip Semiconductor may actually be approaching a critical reversion point that can send shares even higher in April 2025.

ASE Industrial and Powerchip Semiconductor Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with ASE Industrial and Powerchip Semiconductor

The main advantage of trading using opposite ASE Industrial and Powerchip Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if ASE Industrial position performs unexpectedly, Powerchip 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 Powerchip Semiconductor will offset losses from the drop in Powerchip Semiconductor's long position.
The idea behind ASE Industrial Holding and Powerchip 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 Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.

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