Suppose there are two stocks, A and B. Also suppose there are two possible outcomes. Outcome 1 happens with 40% probability and outcome 2 happens with 60% probability. In outcome 1, stock A has 11% return and stock B has 5% return. In outcome 2, stock A has -2% return and stock B has 9% return. What is the correlation of their returns?
-1 |
||
-60.56935191 |
||
-0.001248 |
||
-0.228735683 |
Solution
Calculating the Correlation between Stock A and Stock B's return:-
Prob (P) | Stock Return (A) | Stock Return (B) (%) | (P)*Stock A | (P)*Stock B | Deviation [R-E(A)] | Deviation [R-E(B)] | [R-E(A)]*[R-E(B)] | {[R-E(A)]*[R-E(B)]}* (P) |
0.40 | 0.110 | 0.05 | 0.0440 | 0.0200 | 0.0780 | -0.0240 | -0.001872 | -0.000749 |
0.60 | -0.020 | 0.09 | -0.0120 | 0.0540 | -0.0520 | 0.0160 | -0.000832 | -0.000499 |
E(A)=0.0320 | E(B)=0.0740 | -0.001248 |
Correlation between Stock A and Stock B's return
= -0.001248
Option C
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