Correlation Between Taiwan Semiconductor and BrainChip Holdings

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

Diversification Opportunities for Taiwan Semiconductor and BrainChip Holdings

0.72
  Correlation Coefficient

Poor diversification

The 3 months correlation between Taiwan and BrainChip is 0.72. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and BrainChip Holdings in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on BrainChip Holdings 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 BrainChip Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of BrainChip Holdings has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and BrainChip Holdings go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and BrainChip Holdings

Considering the 90-day investment horizon Taiwan Semiconductor Manufacturing is expected to generate 0.31 times more return on investment than BrainChip Holdings. However, Taiwan Semiconductor Manufacturing is 3.27 times less risky than BrainChip Holdings. It trades about 0.09 of its potential returns per unit of risk. BrainChip Holdings is currently generating about 0.01 per unit of risk. If you would invest  7,796  in Taiwan Semiconductor Manufacturing on August 29, 2024 and sell it today you would earn a total of  10,588  from holding Taiwan Semiconductor Manufacturing or generate 135.81% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthSignificant
Accuracy100.0%
ValuesDaily Returns

Taiwan Semiconductor Manufactu  vs.  BrainChip Holdings

 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 very weak basic indicators, Taiwan Semiconductor may actually be approaching a critical reversion point that can send shares even higher in December 2024.
BrainChip Holdings 

Risk-Adjusted Performance

6 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in BrainChip Holdings are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. Despite nearly weak technical indicators, BrainChip Holdings reported solid returns over the last few months and may actually be approaching a breakup point.

Taiwan Semiconductor and BrainChip Holdings Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Taiwan Semiconductor and BrainChip Holdings

The main advantage of trading using opposite Taiwan Semiconductor and BrainChip Holdings positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Taiwan Semiconductor position performs unexpectedly, BrainChip Holdings 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 BrainChip Holdings will offset losses from the drop in BrainChip Holdings' long position.
The idea behind Taiwan Semiconductor Manufacturing and BrainChip Holdings 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 Money Flow Index module to determine momentum by analyzing Money Flow Index and other technical indicators.

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