Correlation Between Taiwan Semiconductor and San Fang

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

Diversification Opportunities for Taiwan Semiconductor and San Fang

0.69
  Correlation Coefficient

Poor diversification

The 3 months correlation between Taiwan and San is 0.69. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and San Fang Chemical in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on San Fang Chemical 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 San Fang. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of San Fang Chemical has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and San Fang go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and San Fang

Assuming the 90 days trading horizon Taiwan Semiconductor is expected to generate 3.03 times less return on investment than San Fang. But when comparing it to its historical volatility, Taiwan Semiconductor Manufacturing is 1.93 times less risky than San Fang. It trades about 0.06 of its potential returns per unit of risk. San Fang Chemical is currently generating about 0.1 of returns per unit of risk over similar time horizon. If you would invest  3,350  in San Fang Chemical on September 3, 2024 and sell it today you would earn a total of  670.00  from holding San Fang Chemical or generate 20.0% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

Taiwan Semiconductor Manufactu  vs.  San Fang Chemical

 Performance 
       Timeline  
Taiwan Semiconductor 

Risk-Adjusted Performance

5 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 5 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, Taiwan Semiconductor may actually be approaching a critical reversion point that can send shares even higher in January 2025.
San Fang Chemical 

Risk-Adjusted Performance

7 of 100

 
Weak
 
Strong
OK
Compared to the overall equity markets, risk-adjusted returns on investments in San Fang Chemical are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of fairly abnormal basic indicators, San Fang showed solid returns over the last few months and may actually be approaching a breakup point.

Taiwan Semiconductor and San Fang Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Taiwan Semiconductor and San Fang

The main advantage of trading using opposite Taiwan Semiconductor and San Fang positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Taiwan Semiconductor position performs unexpectedly, San Fang 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 San Fang will offset losses from the drop in San Fang's long position.
The idea behind Taiwan Semiconductor Manufacturing and San Fang Chemical 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 Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.

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