Correlation Between Taiwan Semiconductor and Nano Labs

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

Diversification Opportunities for Taiwan Semiconductor and Nano Labs

0.1

Correlation Coefficient

Taiwan Semiconductor  Nano Labs

Average diversification

The 3 months correlation between Taiwan and Nano is 0.1. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Nano Labs in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Nano Labs 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 Nano Labs. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Nano Labs has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Nano Labs go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Nano Labs

Considering the 90-day investment horizon Taiwan Semiconductor is expected to generate 1.58 times less return on investment than Nano Labs. But when comparing it to its historical volatility, Taiwan Semiconductor Manufacturing is 4.23 times less risky than Nano Labs. It trades about 0.25 of its potential returns per unit of risk. Nano Labs is currently generating about 0.09 of returns per unit of risk over similar time horizon. If you would invest  819.00  in Nano Labs on September 27, 2024 and sell it today you would earn a total of  80.00  from holding Nano Labs or generate 9.77% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Insignificant
Accuracy	100.0%
Values	Daily Returns

Taiwan Semiconductor Manufactu  vs.  Nano Labs

Taiwan Semiconductor

Risk-Adjusted Performance

8 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 8 (%) of all global equities and portfolios over the last 90 days. In spite of very weak basic indicators, Taiwan Semiconductor displayed solid returns over the last few months and may actually be approaching a breakup point.

Nano Labs

Risk-Adjusted Performance

5 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Nano Labs are ranked lower than 5 (%) of all global equities and portfolios over the last 90 days. Despite somewhat uncertain basic indicators, Nano Labs sustained solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Taiwan Semiconductor and Nano Labs

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

The idea behind Taiwan Semiconductor Manufacturing and Nano Labs 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 Portfolio Suggestion module to get suggestions outside of your existing asset allocation including your own model portfolios.