Correlation Between Haier Smart and Taiwan Semiconductor

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

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

Diversification Opportunities for Haier Smart and Taiwan Semiconductor

-0.28

Correlation Coefficient

Haier Smart  Taiwan Semiconductor

Very good diversification

The 3 months correlation between Haier and Taiwan is -0.28. Overlapping area represents the amount of risk that can be diversified away by holding Haier Smart Home and Taiwan Semiconductor Manufactu in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Taiwan Semiconductor and Haier Smart 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 Haier Smart Home 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 Haier Smart i.e., Haier Smart and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between Haier Smart and Taiwan Semiconductor

Assuming the 90 days trading horizon Haier Smart is expected to generate 1.42 times less return on investment than Taiwan Semiconductor. But when comparing it to its historical volatility, Haier Smart Home is 1.33 times less risky than Taiwan Semiconductor. It trades about 0.07 of its potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about 0.08 of returns per unit of risk over similar time horizon. If you would invest  7,922  in Taiwan Semiconductor Manufacturing on December 2, 2024 and sell it today you would earn a total of  9,418  from holding Taiwan Semiconductor Manufacturing or generate 118.88% return on investment over 90 days.

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

Haier Smart Home  vs.  Taiwan Semiconductor Manufactu

Haier Smart Home

Risk-Adjusted Performance

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Haier Smart Home are ranked lower than 7 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively fragile basic indicators, Haier Smart may actually be approaching a critical reversion point that can send shares even higher in April 2025.

Taiwan Semiconductor

Risk-Adjusted Performance

Very Weak

Over the last 90 days Taiwan Semiconductor Manufacturing has generated negative risk-adjusted returns adding no value to investors with long positions. Despite nearly stable technical and fundamental indicators, Taiwan Semiconductor is not utilizing all of its potentials. The current stock price disturbance, may contribute to mid-run losses for the stockholders.

Pair Trading with Haier Smart and Taiwan Semiconductor

The main advantage of trading using opposite Haier Smart and Taiwan Semiconductor positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Haier Smart 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 Haier Smart Home 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 My Watchlist Analysis module to analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like.