Correlation Between Taiwan Semiconductor and AGL Energy

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

Diversification Opportunities for Taiwan Semiconductor and AGL Energy

0.77
  Correlation Coefficient

Poor diversification

The 3 months correlation between Taiwan and AGL is 0.77. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and AGL Energy Limited in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on AGL Energy Limited 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 AGL Energy. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of AGL Energy Limited has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and AGL Energy go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and AGL Energy

Considering the 90-day investment horizon Taiwan Semiconductor Manufacturing is expected to generate 1.31 times more return on investment than AGL Energy. However, Taiwan Semiconductor is 1.31 times more volatile than AGL Energy Limited. It trades about 0.12 of its potential returns per unit of risk. AGL Energy Limited is currently generating about 0.06 per unit of risk. If you would invest  9,776  in Taiwan Semiconductor Manufacturing on September 2, 2024 and sell it today you would earn a total of  8,690  from holding Taiwan Semiconductor Manufacturing or generate 88.89% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy57.26%
ValuesDaily Returns

Taiwan Semiconductor Manufactu  vs.  AGL Energy Limited

 Performance 
       Timeline  
Taiwan Semiconductor 

Risk-Adjusted Performance

8 of 100

 
Weak
 
Strong
OK
Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 8 (%) 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.
AGL Energy Limited 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days AGL Energy Limited has generated negative risk-adjusted returns adding no value to investors with long positions. Despite nearly stable basic indicators, AGL Energy is not utilizing all of its potentials. The recent stock price disturbance, may contribute to mid-run losses for the stockholders.

Taiwan Semiconductor and AGL Energy Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Taiwan Semiconductor and AGL Energy

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