Correlation Between MediaTek and Taiwan Semiconductor

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

Diversification Opportunities for MediaTek and Taiwan Semiconductor

0.21
  Correlation Coefficient

Modest diversification

The 3 months correlation between MediaTek and Taiwan is 0.21. Overlapping area represents the amount of risk that can be diversified away by holding MediaTek and Taiwan Semiconductor Co in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and MediaTek 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 MediaTek are associated (or correlated) with Taiwan Semiconductor. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Taiwan Semiconductor has no effect on the direction of MediaTek i.e., MediaTek and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between MediaTek and Taiwan Semiconductor

Assuming the 90 days trading horizon MediaTek is expected to generate 1.26 times more return on investment than Taiwan Semiconductor. However, MediaTek is 1.26 times more volatile than Taiwan Semiconductor Co. It trades about -0.1 of its potential returns per unit of risk. Taiwan Semiconductor Co is currently generating about -0.17 per unit of risk. If you would invest  133,500  in MediaTek on August 29, 2024 and sell it today you would lose (5,500) from holding MediaTek or give up 4.12% of portfolio value over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthVery Weak
Accuracy95.65%
ValuesDaily Returns

MediaTek  vs.  Taiwan Semiconductor Co

 Performance 
       Timeline  
MediaTek 

Risk-Adjusted Performance

2 of 100

 
Weak
 
Strong
Weak
Compared to the overall equity markets, risk-adjusted returns on investments in MediaTek are ranked lower than 2 (%) of all global equities and portfolios over the last 90 days. In spite of fairly stable basic indicators, MediaTek is not utilizing all of its potentials. The latest stock price fuss, may contribute to near-short-term losses for the sophisticated investors.
Taiwan Semiconductor 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Taiwan Semiconductor Co has generated negative risk-adjusted returns adding no value to investors with long positions. In spite of fairly stable basic indicators, Taiwan Semiconductor is not utilizing all of its potentials. The latest stock price fuss, may contribute to near-short-term losses for the sophisticated investors.

MediaTek and Taiwan Semiconductor Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with MediaTek and Taiwan Semiconductor

The main advantage of trading using opposite MediaTek and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if MediaTek position performs unexpectedly, Taiwan 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 Taiwan Semiconductor will offset losses from the drop in Taiwan Semiconductor's long position.
The idea behind MediaTek and Taiwan Semiconductor Co 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 Bollinger Bands module to use Bollinger Bands indicator to analyze target price for a given investing horizon.

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