Correlation Between Taiwan Semiconductor and Air Products

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

Diversification Opportunities for Taiwan Semiconductor and Air Products

0.87
  Correlation Coefficient

Very poor diversification

The 3 months correlation between Taiwan and Air is 0.87. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Air Products Chemicals in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Air Products Chemicals 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 Air Products. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Air Products Chemicals has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Air Products go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Air Products

Assuming the 90 days trading horizon Taiwan Semiconductor Manufacturing is expected to under-perform the Air Products. In addition to that, Taiwan Semiconductor is 2.25 times more volatile than Air Products Chemicals. It trades about -0.1 of its total potential returns per unit of risk. Air Products Chemicals is currently generating about 0.23 per unit of volatility. If you would invest  31,616  in Air Products Chemicals on August 28, 2024 and sell it today you would earn a total of  1,875  from holding Air Products Chemicals or generate 5.93% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthStrong
Accuracy100.0%
ValuesDaily Returns

Taiwan Semiconductor Manufactu  vs.  Air Products Chemicals

 Performance 
       Timeline  
Taiwan Semiconductor 

Risk-Adjusted Performance

4 of 100

 
Weak
 
Strong
Insignificant
Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 4 (%) of all global equities and portfolios over the last 90 days. Despite quite uncertain essential indicators, Taiwan Semiconductor may actually be approaching a critical reversion point that can send shares even higher in December 2024.
Air Products Chemicals 

Risk-Adjusted Performance

15 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in Air Products Chemicals are ranked lower than 15 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively unsteady basic indicators, Air Products unveiled solid returns over the last few months and may actually be approaching a breakup point.

Taiwan Semiconductor and Air Products Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Taiwan Semiconductor and Air Products

The main advantage of trading using opposite Taiwan Semiconductor and Air Products positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Taiwan Semiconductor position performs unexpectedly, Air Products 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 Air Products will offset losses from the drop in Air Products' long position.
The idea behind Taiwan Semiconductor Manufacturing and Air Products Chemicals 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 Idea Optimizer module to use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio .

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