Correlation Between Daqo New and Taiwan Semiconductor

Can any of the company-specific risk be diversified away by investing in both Daqo New 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 Daqo New and Taiwan Semiconductor into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Daqo New Energy and Taiwan Semiconductor Manufacturing, you can compare the effects of market volatilities on Daqo New 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 Daqo New with a short position of Taiwan Semiconductor. Check out your portfolio center. Please also check ongoing floating volatility patterns of Daqo New and Taiwan Semiconductor.

Diversification Opportunities for Daqo New and Taiwan Semiconductor

0.1

Correlation Coefficient

Daqo New  Taiwan Semiconductor

Average diversification

The 3 months correlation between Daqo and Taiwan is 0.1. Overlapping area represents the amount of risk that can be diversified away by holding Daqo New Energy and Taiwan Semiconductor Manufactu in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and Daqo New 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 Daqo New Energy 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 Daqo New i.e., Daqo New and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between Daqo New and Taiwan Semiconductor

Allowing for the 90-day total investment horizon Daqo New Energy is expected to generate 2.68 times more return on investment than Taiwan Semiconductor. However, Daqo New is 2.68 times more volatile than Taiwan Semiconductor Manufacturing. It trades about 0.05 of its potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about 0.09 per unit of risk. If you would invest  1,633  in Daqo New Energy on September 23, 2024 and sell it today you would earn a total of  118.00  from holding Daqo New Energy or generate 7.23% return on investment over 90 days.

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

Daqo New Energy  vs.  Taiwan Semiconductor Manufactu

Daqo New Energy

Risk-Adjusted Performance

3 of 100

Insignificant

Compared to the overall equity markets, risk-adjusted returns on investments in Daqo New Energy are ranked lower than 3 (%) of all global equities and portfolios over the last 90 days. Even with relatively uncertain basic indicators, Daqo New reported solid returns over the last few months and may actually be approaching a breakup point.

Taiwan Semiconductor

Risk-Adjusted Performance

7 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of very unsteady basic indicators, Taiwan Semiconductor displayed solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Daqo New and Taiwan Semiconductor

The main advantage of trading using opposite Daqo New and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Daqo New 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 Daqo New Energy 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.

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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 Optimization module to compute new portfolio that will generate highest expected return given your specified tolerance for risk.