Correlation Between Sony and Taiwan Semiconductor
Can any of the company-specific risk be diversified away by investing in both Sony 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 Sony and Taiwan Semiconductor into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Sony Group and Taiwan Semiconductor Manufacturing, you can compare the effects of market volatilities on Sony 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 Sony with a short position of Taiwan Semiconductor. Check out your portfolio center. Please also check ongoing floating volatility patterns of Sony and Taiwan Semiconductor.
Diversification Opportunities for Sony and Taiwan Semiconductor
0.54 | Correlation Coefficient |
Very weak diversification
The 3 months correlation between Sony and Taiwan is 0.54. Overlapping area represents the amount of risk that can be diversified away by holding Sony Group and Taiwan Semiconductor Manufactu in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and Sony 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 Sony Group 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 Sony i.e., Sony and Taiwan Semiconductor go up and down completely randomly.
Pair Corralation between Sony and Taiwan Semiconductor
Assuming the 90 days trading horizon Sony Group is expected to under-perform the Taiwan Semiconductor. But the stock apears to be less risky and, when comparing its historical volatility, Sony Group is 2.52 times less risky than Taiwan Semiconductor. The stock trades about -0.11 of its potential returns per unit of risk. The Taiwan Semiconductor Manufacturing is currently generating about 0.18 of returns per unit of risk over similar time horizon. If you would invest 399,990 in Taiwan Semiconductor Manufacturing on October 20, 2024 and sell it today you would earn a total of 41,010 from holding Taiwan Semiconductor Manufacturing or generate 10.25% return on investment over 90 days.
| Time Period | 3 Months [change] |
| Direction | Moves Together |
| Strength | Weak |
| Accuracy | 95.24% |
| Values | Daily Returns |
Sony Group vs. Taiwan Semiconductor Manufactu
Performance |
| Timeline |
| Sony Group |
| Taiwan Semiconductor |
Sony and Taiwan Semiconductor Volatility Contrast
Predicted Return Density |
| Returns |
Pair Trading with Sony and Taiwan Semiconductor
The main advantage of trading using opposite Sony and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Sony 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 Sony Group and Taiwan Semiconductor Manufacturing 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.| Taiwan Semiconductor vs. McEwen Mining | Taiwan Semiconductor vs. Genworth Financial | Taiwan Semiconductor vs. Lloyds Banking Group | Taiwan Semiconductor vs. Martin Marietta Materials |
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 Competition Analyzer module to analyze and compare many basic indicators for a group of related or unrelated entities.
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