Correlation Between Invesco Municipal and Veea

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

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

Diversification Opportunities for Invesco Municipal and Veea

-0.26

Correlation Coefficient

Invesco Municipal  Veea

Very good diversification

The 3 months correlation between Invesco and Veea is -0.26. Overlapping area represents the amount of risk that can be diversified away by holding Invesco Municipal Income and Veea Inc in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Veea Inc and Invesco Municipal 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 Invesco Municipal Income are associated (or correlated) with Veea. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Veea Inc has no effect on the direction of Invesco Municipal i.e., Invesco Municipal and Veea go up and down completely randomly.

Pair Corralation between Invesco Municipal and Veea

Assuming the 90 days horizon Invesco Municipal Income is expected to generate 0.05 times more return on investment than Veea. However, Invesco Municipal Income is 20.87 times less risky than Veea. It trades about -0.09 of its potential returns per unit of risk. Veea Inc is currently generating about -0.24 per unit of risk. If you would invest  1,180  in Invesco Municipal Income on December 28, 2024 and sell it today you would lose (17.00) from holding Invesco Municipal Income or give up 1.44% of portfolio value over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Insignificant
Accuracy	98.36%
Values	Daily Returns

Invesco Municipal Income  vs.  Veea Inc

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.

Veea Inc

Risk-Adjusted Performance

Very Weak

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

Pair Trading with Invesco Municipal and Veea

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

The idea behind Invesco Municipal Income and Veea Inc 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 AI Portfolio Architect module to use AI to generate optimal portfolios and find profitable investment opportunities.