Correlation Between Vanguard High and Invesco Municipal

Can any of the company-specific risk be diversified away by investing in both Vanguard High and Invesco Municipal 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 Vanguard High and Invesco Municipal into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Vanguard High Yield Tax Exempt and Invesco Municipal Income, you can compare the effects of market volatilities on Vanguard High and Invesco Municipal 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 Vanguard High with a short position of Invesco Municipal. Check out your portfolio center. Please also check ongoing floating volatility patterns of Vanguard High and Invesco Municipal.

Diversification Opportunities for Vanguard High and Invesco Municipal

0.96

Correlation Coefficient

Vanguard High  Invesco Municipal

Almost no diversification

The 3 months correlation between Vanguard and Invesco is 0.96. Overlapping area represents the amount of risk that can be diversified away by holding Vanguard High Yield Tax Exempt and Invesco Municipal Income in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Invesco Municipal Income and Vanguard High 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 Vanguard High Yield Tax Exempt are associated (or correlated) with Invesco Municipal. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Invesco Municipal Income has no effect on the direction of Vanguard High i.e., Vanguard High and Invesco Municipal go up and down completely randomly.

Pair Corralation between Vanguard High and Invesco Municipal

Assuming the 90 days horizon Vanguard High Yield Tax Exempt is expected to generate 1.02 times more return on investment than Invesco Municipal. However, Vanguard High is 1.02 times more volatile than Invesco Municipal Income. It trades about -0.03 of its potential returns per unit of risk. Invesco Municipal Income is currently generating about -0.06 per unit of risk. If you would invest  1,055  in Vanguard High Yield Tax Exempt on December 30, 2024 and sell it today you would lose (6.00) from holding Vanguard High Yield Tax Exempt or give up 0.57% of portfolio value over 90 days.

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

Vanguard High Yield Tax Exempt  vs.  Invesco Municipal Income

Vanguard High Yield

Risk-Adjusted Performance

Very Weak

Over the last 90 days Vanguard High Yield Tax Exempt has generated negative risk-adjusted returns adding no value to fund investors. In spite of fairly strong technical indicators, Vanguard High is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

Invesco Municipal Income

Risk-Adjusted Performance

Very Weak

Over the last 90 days Invesco Municipal Income has generated negative risk-adjusted returns adding no value to fund investors. In spite of fairly strong fundamental indicators, Invesco Municipal is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

Pair Trading with Vanguard High and Invesco Municipal

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

The idea behind Vanguard High Yield Tax Exempt and Invesco Municipal Income 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 Sign In To Macroaxis module to sign in to explore Macroaxis' wealth optimization platform and fintech modules.