Correlation Between Taiwan Semiconductor and Sony

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

Diversification Opportunities for Taiwan Semiconductor and Sony

0.32

Correlation Coefficient

Taiwan Semiconductor  Sony

Weak diversification

The 3 months correlation between Taiwan and Sony is 0.32. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Sony Group in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Sony Group 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 Sony. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Sony Group has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Sony go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Sony

Assuming the 90 days trading horizon Taiwan Semiconductor is expected to generate 3.5 times less return on investment than Sony. In addition to that, Taiwan Semiconductor is 1.54 times more volatile than Sony Group. It trades about 0.09 of its total potential returns per unit of risk. Sony Group is currently generating about 0.5 per unit of volatility. If you would invest  37,986  in Sony Group on September 16, 2024 and sell it today you would earn a total of  5,914  from holding Sony Group or generate 15.57% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Very Weak
Accuracy	95.0%
Values	Daily Returns

Taiwan Semiconductor Manufactu  vs.  Sony Group

Taiwan Semiconductor

Risk-Adjusted Performance

11 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 11 (%) of all global equities and portfolios over the last 90 days. In spite of fairly weak basic indicators, Taiwan Semiconductor showed solid returns over the last few months and may actually be approaching a breakup point.

Sony Group

Risk-Adjusted Performance

17 of 100

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Sony Group are ranked lower than 17 (%) of all global equities and portfolios over the last 90 days. In spite of very weak primary indicators, Sony displayed solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Taiwan Semiconductor and Sony

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

The idea behind Taiwan Semiconductor Manufacturing and Sony Group 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 AI Portfolio Architect module to use AI to generate optimal portfolios and find profitable investment opportunities.