Correlation Between Taiwan Semiconductor and IPG Photonics

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

Diversification Opportunities for Taiwan Semiconductor and IPG Photonics

-0.59
  Correlation Coefficient

Excellent diversification

The 3 months correlation between Taiwan and IPG is -0.59. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and IPG Photonics in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on IPG Photonics 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 IPG Photonics. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of IPG Photonics has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and IPG Photonics go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and IPG Photonics

Assuming the 90 days horizon Taiwan Semiconductor Manufacturing is expected to generate 1.57 times more return on investment than IPG Photonics. However, Taiwan Semiconductor is 1.57 times more volatile than IPG Photonics. It trades about 0.14 of its potential returns per unit of risk. IPG Photonics is currently generating about -0.02 per unit of risk. If you would invest  336.00  in Taiwan Semiconductor Manufacturing on November 2, 2024 and sell it today you would earn a total of  1,388  from holding Taiwan Semiconductor Manufacturing or generate 413.1% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Against 
StrengthVery Weak
Accuracy73.08%
ValuesDaily Returns

Taiwan Semiconductor Manufactu  vs.  IPG Photonics

 Performance 
       Timeline  
Taiwan Semiconductor 

Risk-Adjusted Performance

10 of 100

 
Weak
 
Strong
OK
Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 10 (%) of all global equities and portfolios over the last 90 days. Despite nearly weak basic indicators, Taiwan Semiconductor reported solid returns over the last few months and may actually be approaching a breakup point.
IPG Photonics 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days IPG Photonics has generated negative risk-adjusted returns adding no value to investors with long positions. Even with latest weak performance, the Stock's technical and fundamental indicators remain invariable and the latest agitation on Wall Street may also be a sign of long-running gains for the enterprise retail investors.

Taiwan Semiconductor and IPG Photonics Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Taiwan Semiconductor and IPG Photonics

The main advantage of trading using opposite Taiwan Semiconductor and IPG Photonics positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Taiwan Semiconductor position performs unexpectedly, IPG Photonics 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 IPG Photonics will offset losses from the drop in IPG Photonics' long position.
The idea behind Taiwan Semiconductor Manufacturing and IPG Photonics 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 Fundamentals Comparison module to compare fundamentals across multiple equities to find investing opportunities.

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