Correlation Between Advanced Energy and Taiwan Paiho

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

Diversification Opportunities for Advanced Energy and Taiwan Paiho

0.46
  Correlation Coefficient

Very weak diversification

The 3 months correlation between Advanced and Taiwan is 0.46. Overlapping area represents the amount of risk that can be diversified away by holding Advanced Energy Solution and Taiwan Paiho in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Paiho and Advanced Energy 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 Advanced Energy Solution are associated (or correlated) with Taiwan Paiho. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Taiwan Paiho has no effect on the direction of Advanced Energy i.e., Advanced Energy and Taiwan Paiho go up and down completely randomly.

Pair Corralation between Advanced Energy and Taiwan Paiho

Assuming the 90 days trading horizon Advanced Energy Solution is expected to generate 1.24 times more return on investment than Taiwan Paiho. However, Advanced Energy is 1.24 times more volatile than Taiwan Paiho. It trades about 0.06 of its potential returns per unit of risk. Taiwan Paiho is currently generating about 0.06 per unit of risk. If you would invest  63,686  in Advanced Energy Solution on September 1, 2024 and sell it today you would earn a total of  24,314  from holding Advanced Energy Solution or generate 38.18% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthWeak
Accuracy99.62%
ValuesDaily Returns

Advanced Energy Solution  vs.  Taiwan Paiho

 Performance 
       Timeline  
Advanced Energy Solution 

Risk-Adjusted Performance

22 of 100

 
Weak
 
Strong
Solid
Compared to the overall equity markets, risk-adjusted returns on investments in Advanced Energy Solution are ranked lower than 22 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, Advanced Energy showed solid returns over the last few months and may actually be approaching a breakup point.
Taiwan Paiho 

Risk-Adjusted Performance

12 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Paiho are ranked lower than 12 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, Taiwan Paiho showed solid returns over the last few months and may actually be approaching a breakup point.

Advanced Energy and Taiwan Paiho Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Advanced Energy and Taiwan Paiho

The main advantage of trading using opposite Advanced Energy and Taiwan Paiho positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Advanced Energy position performs unexpectedly, Taiwan Paiho 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 Paiho will offset losses from the drop in Taiwan Paiho's long position.
The idea behind Advanced Energy Solution and Taiwan Paiho 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 Money Flow Index module to determine momentum by analyzing Money Flow Index and other technical indicators.

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