Correlation Between TAL Education and Credit Acceptance

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

Diversification Opportunities for TAL Education and Credit Acceptance

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  Correlation Coefficient

Pay attention - limited upside

The 3 months correlation between TAL and Credit is 0.0. Overlapping area represents the amount of risk that can be diversified away by holding TAL Education Group and Credit Acceptance in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Credit Acceptance and TAL Education 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 TAL Education Group are associated (or correlated) with Credit Acceptance. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Credit Acceptance has no effect on the direction of TAL Education i.e., TAL Education and Credit Acceptance go up and down completely randomly.

Pair Corralation between TAL Education and Credit Acceptance

Assuming the 90 days trading horizon TAL Education Group is expected to generate 2.44 times more return on investment than Credit Acceptance. However, TAL Education is 2.44 times more volatile than Credit Acceptance. It trades about 0.05 of its potential returns per unit of risk. Credit Acceptance is currently generating about 0.03 per unit of risk. If you would invest  353.00  in TAL Education Group on August 30, 2024 and sell it today you would earn a total of  261.00  from holding TAL Education Group or generate 73.94% return on investment over 90 days.
Time Period3 Months [change]
DirectionFlat 
StrengthInsignificant
Accuracy98.8%
ValuesDaily Returns

TAL Education Group  vs.  Credit Acceptance

 Performance 
       Timeline  
TAL Education Group 

Risk-Adjusted Performance

10 of 100

 
Weak
 
Strong
OK
Compared to the overall equity markets, risk-adjusted returns on investments in TAL Education Group are ranked lower than 10 (%) of all global equities and portfolios over the last 90 days. Despite somewhat uncertain basic indicators, TAL Education sustained solid returns over the last few months and may actually be approaching a breakup point.
Credit Acceptance 

Risk-Adjusted Performance

0 of 100

 
Weak
 
Strong
Very Weak
Over the last 90 days Credit Acceptance has generated negative risk-adjusted returns adding no value to investors with long positions. Despite somewhat strong fundamental indicators, Credit Acceptance is not utilizing all of its potentials. The current stock price disturbance, may contribute to short-term losses for the investors.

TAL Education and Credit Acceptance Volatility Contrast

   Predicted Return Density   
       Returns  

Pair Trading with TAL Education and Credit Acceptance

The main advantage of trading using opposite TAL Education and Credit Acceptance positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if TAL Education position performs unexpectedly, Credit Acceptance 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 Credit Acceptance will offset losses from the drop in Credit Acceptance's long position.
The idea behind TAL Education Group and Credit Acceptance 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.

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