Correlation Between Vanguard Bond and Invesco QQQ

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Can any of the company-specific risk be diversified away by investing in both Vanguard Bond and Invesco QQQ 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 Bond and Invesco QQQ into the same portfolio, which is an essential part of the fundamental portfolio management process.
By analyzing existing cross correlation between Vanguard Bond Index and Invesco QQQ Trust, you can compare the effects of market volatilities on Vanguard Bond and Invesco QQQ 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 Bond with a short position of Invesco QQQ. Check out your portfolio center. Please also check ongoing floating volatility patterns of Vanguard Bond and Invesco QQQ.

Diversification Opportunities for Vanguard Bond and Invesco QQQ

0.36
  Correlation Coefficient

Weak diversification

The 3 months correlation between Vanguard and Invesco is 0.36. Overlapping area represents the amount of risk that can be diversified away by holding Vanguard Bond Index and Invesco QQQ Trust in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Invesco QQQ Trust and Vanguard Bond 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 Bond Index are associated (or correlated) with Invesco QQQ. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Invesco QQQ Trust has no effect on the direction of Vanguard Bond i.e., Vanguard Bond and Invesco QQQ go up and down completely randomly.

Pair Corralation between Vanguard Bond and Invesco QQQ

Assuming the 90 days trading horizon Vanguard Bond is expected to generate 12.43 times less return on investment than Invesco QQQ. But when comparing it to its historical volatility, Vanguard Bond Index is 1.05 times less risky than Invesco QQQ. It trades about 0.02 of its potential returns per unit of risk. Invesco QQQ Trust is currently generating about 0.2 of returns per unit of risk over similar time horizon. If you would invest  1,011,750  in Invesco QQQ Trust on September 20, 2024 and sell it today you would earn a total of  45,750  from holding Invesco QQQ Trust or generate 4.52% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthVery Weak
Accuracy90.48%
ValuesDaily Returns

Vanguard Bond Index  vs.  Invesco QQQ Trust

 Performance 
       Timeline  
Vanguard Bond Index 

Risk-Adjusted Performance

4 of 100

 
Weak
 
Strong
Modest
Compared to the overall equity markets, risk-adjusted returns on investments in Vanguard Bond Index are ranked lower than 4 (%) of all global equities and portfolios over the last 90 days. In spite of fairly strong fundamental indicators, Vanguard Bond is not utilizing all of its potentials. The recent stock price disturbance, may contribute to short-term losses for the investors.
Invesco QQQ Trust 

Risk-Adjusted Performance

13 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in Invesco QQQ Trust are ranked lower than 13 (%) of all global equities and portfolios over the last 90 days. In spite of fairly weak basic indicators, Invesco QQQ showed solid returns over the last few months and may actually be approaching a breakup point.

Vanguard Bond and Invesco QQQ Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with Vanguard Bond and Invesco QQQ

The main advantage of trading using opposite Vanguard Bond and Invesco QQQ positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Vanguard Bond position performs unexpectedly, Invesco QQQ 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 QQQ will offset losses from the drop in Invesco QQQ's long position.
The idea behind Vanguard Bond Index and Invesco QQQ Trust 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 Economic Indicators module to top statistical indicators that provide insights into how an economy is performing.

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