Correlation Between Taiwan Semiconductor and Align Technology

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

Diversification Opportunities for Taiwan Semiconductor and Align Technology

-0.38
  Correlation Coefficient

Very good diversification

The 3 months correlation between Taiwan and Align is -0.38. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Align Technology in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Align Technology and Taiwan Semiconductor 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 Semiconductor Manufacturing are associated (or correlated) with Align Technology. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Align Technology has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Align Technology go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Align Technology

Assuming the 90 days trading horizon Taiwan Semiconductor Manufacturing is expected to under-perform the Align Technology. In addition to that, Taiwan Semiconductor is 1.09 times more volatile than Align Technology. It trades about -0.12 of its total potential returns per unit of risk. Align Technology is currently generating about 0.31 per unit of volatility. If you would invest  31,230  in Align Technology on August 30, 2024 and sell it today you would earn a total of  3,624  from holding Align Technology or generate 11.6% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
StrengthInsignificant
Accuracy95.24%
ValuesDaily Returns

Taiwan Semiconductor Manufactu  vs.  Align Technology

 Performance 
       Timeline  
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. Despite somewhat weak primary indicators, Taiwan Semiconductor sustained solid returns over the last few months and may actually be approaching a breakup point.
Align Technology 

Risk-Adjusted Performance

6 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in Align Technology are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. Despite somewhat weak essential indicators, Align Technology may actually be approaching a critical reversion point that can send shares even higher in December 2024.

Taiwan Semiconductor and Align Technology Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Taiwan Semiconductor and Align Technology

The main advantage of trading using opposite Taiwan Semiconductor and Align Technology positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Taiwan Semiconductor position performs unexpectedly, Align Technology 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 Align Technology will offset losses from the drop in Align Technology's long position.
The idea behind Taiwan Semiconductor Manufacturing and Align Technology 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 Portfolio Volatility module to check portfolio volatility and analyze historical return density to properly model market risk.

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