Correlation Between Taiwan Semiconductor and Discover Financial

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

Diversification Opportunities for Taiwan Semiconductor and Discover Financial

0.4

Correlation Coefficient

Taiwan Semiconductor  Discover Financial

Very weak diversification

The 3 months correlation between Taiwan and Discover is 0.4. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and Discover Financial Services in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Discover Financial 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 Discover Financial. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Discover Financial has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and Discover Financial go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and Discover Financial

Assuming the 90 days trading horizon Taiwan Semiconductor is expected to generate 1.37 times less return on investment than Discover Financial. But when comparing it to its historical volatility, Taiwan Semiconductor Manufacturing is 1.07 times less risky than Discover Financial. It trades about 0.1 of its potential returns per unit of risk. Discover Financial Services is currently generating about 0.12 of returns per unit of risk over similar time horizon. If you would invest  14,269  in Discover Financial Services on September 19, 2024 and sell it today you would earn a total of  3,096  from holding Discover Financial Services or generate 21.7% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Weak
Accuracy	98.44%
Values	Daily Returns

Taiwan Semiconductor Manufactu  vs.  Discover Financial Services

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 quite uncertain essential indicators, Taiwan Semiconductor disclosed solid returns over the last few months and may actually be approaching a breakup point.

Discover Financial

Risk-Adjusted Performance

9 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Discover Financial Services are ranked lower than 9 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively uncertain basic indicators, Discover Financial unveiled solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Taiwan Semiconductor and Discover Financial

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

The idea behind Taiwan Semiconductor Manufacturing and Discover Financial Services 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 Bollinger Bands module to use Bollinger Bands indicator to analyze target price for a given investing horizon.