Correlation Between Lloyds Banking and Taiwan Semiconductor

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

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

Diversification Opportunities for Lloyds Banking and Taiwan Semiconductor

0.06

Correlation Coefficient

Lloyds Banking  Taiwan Semiconductor

Significant diversification

The 3 months correlation between Lloyds and Taiwan is 0.06. Overlapping area represents the amount of risk that can be diversified away by holding Lloyds Banking 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 Lloyds Banking 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 Lloyds Banking 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 Lloyds Banking i.e., Lloyds Banking and Taiwan Semiconductor go up and down completely randomly.

Pair Corralation between Lloyds Banking and Taiwan Semiconductor

Assuming the 90 days trading horizon Lloyds Banking is expected to generate 1.54 times less return on investment than Taiwan Semiconductor. But when comparing it to its historical volatility, Lloyds Banking Group is 1.44 times less risky than Taiwan Semiconductor. It trades about 0.12 of its potential returns per unit of risk. Taiwan Semiconductor Manufacturing is currently generating about 0.13 of returns per unit of risk over similar time horizon. If you would invest  8,088  in Taiwan Semiconductor Manufacturing on October 22, 2024 and sell it today you would earn a total of  8,010  from holding Taiwan Semiconductor Manufacturing or generate 99.04% return on investment over 90 days.

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

Lloyds Banking Group  vs.  Taiwan Semiconductor Manufactu

Lloyds Banking Group

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Lloyds Banking Group has generated negative risk-adjusted returns adding no value to investors with long positions. Despite somewhat strong basic indicators, Lloyds Banking is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

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. Despite somewhat uncertain primary indicators, Taiwan Semiconductor sustained solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Lloyds Banking and Taiwan Semiconductor

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

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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 Sectors module to list of equity sectors categorizing publicly traded companies based on their primary business activities.