Correlation Between Taiwan Semiconductor and Advanced Micro

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

Diversification Opportunities for Taiwan Semiconductor and Advanced Micro

0.89

Correlation Coefficient

Taiwan Semiconductor  Advanced Micro

Very poor diversification

The 3 months correlation between Taiwan and Advanced is 0.89. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Advanced Micro Devices in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Advanced Micro Devices 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 Advanced Micro. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Advanced Micro Devices has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Advanced Micro go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Advanced Micro

Assuming the 90 days trading horizon Taiwan Semiconductor Manufacturing is expected to under-perform the Advanced Micro. But the stock apears to be less risky and, when comparing its historical volatility, Taiwan Semiconductor Manufacturing is 1.39 times less risky than Advanced Micro. The stock trades about -0.12 of its potential returns per unit of risk. The Advanced Micro Devices is currently generating about -0.06 of returns per unit of risk over similar time horizon. If you would invest  8,330  in Advanced Micro Devices on January 28, 2025 and sell it today you would lose (1,549) from holding Advanced Micro Devices or give up 18.6% of portfolio value over 90 days.

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

Taiwan Semiconductor Manufactu  vs.  Advanced Micro Devices

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 weak performance in the last few months, the Stock's primary indicators remain somewhat strong which may send shares a bit higher in May 2025. The current disturbance may also be a sign of long term up-swing for the company investors.

Advanced Micro Devices

Risk-Adjusted Performance

Very Weak

Over the last 90 days Advanced Micro Devices has generated negative risk-adjusted returns adding no value to investors with long positions. Despite weak performance in the last few months, the Stock's primary indicators remain somewhat strong which may send shares a bit higher in May 2025. The current disturbance may also be a sign of long term up-swing for the company investors.

Pair Trading with Taiwan Semiconductor and Advanced Micro

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

The idea behind Taiwan Semiconductor Manufacturing and Advanced Micro Devices 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.