Correlation Between American Express and Vanguard Quality

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

Diversification Opportunities for American Express and Vanguard Quality

0.9
  Correlation Coefficient

Almost no diversification

The 3 months correlation between American and Vanguard is 0.9. Overlapping area represents the amount of risk that can be diversified away by holding American Express and Vanguard Quality Factor in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Vanguard Quality Factor and American Express 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 American Express are associated (or correlated) with Vanguard Quality. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Vanguard Quality Factor has no effect on the direction of American Express i.e., American Express and Vanguard Quality go up and down completely randomly.

Pair Corralation between American Express and Vanguard Quality

Considering the 90-day investment horizon American Express is expected to generate 1.82 times more return on investment than Vanguard Quality. However, American Express is 1.82 times more volatile than Vanguard Quality Factor. It trades about 0.29 of its potential returns per unit of risk. Vanguard Quality Factor is currently generating about 0.21 per unit of risk. If you would invest  27,147  in American Express on August 29, 2024 and sell it today you would earn a total of  3,410  from holding American Express or generate 12.56% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
StrengthVery Strong
Accuracy100.0%
ValuesDaily Returns

American Express  vs.  Vanguard Quality Factor

 Performance 
       Timeline  
American Express 

Risk-Adjusted Performance

12 of 100

 
Weak
 
Strong
Good
Compared to the overall equity markets, risk-adjusted returns on investments in American Express are ranked lower than 12 (%) of all global equities and portfolios over the last 90 days. Even with relatively weak basic indicators, American Express reported solid returns over the last few months and may actually be approaching a breakup point.
Vanguard Quality Factor 

Risk-Adjusted Performance

8 of 100

 
Weak
 
Strong
OK
Compared to the overall equity markets, risk-adjusted returns on investments in Vanguard Quality Factor are ranked lower than 8 (%) of all global equities and portfolios over the last 90 days. In spite of fairly strong basic indicators, Vanguard Quality is not utilizing all of its potentials. The recent stock price disturbance, may contribute to short-term losses for the investors.

American Express and Vanguard Quality Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with American Express and Vanguard Quality

The main advantage of trading using opposite American Express and Vanguard Quality positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if American Express position performs unexpectedly, Vanguard Quality 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 Vanguard Quality will offset losses from the drop in Vanguard Quality's long position.
The idea behind American Express and Vanguard Quality Factor 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.
Check out your portfolio center.
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 Watchlist Optimization module to optimize watchlists to build efficient portfolios or rebalance existing positions based on the mean-variance optimization algorithm.

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