Consider the following information on the expected return for companies X and Y. Economy Probability X Y
Boom 0.24 38 % 17 %
Neutral 0.49 13 % 29 %
Poor 0.27 −28 % 4 %
a. Calculate the expected value and the standard deviation of returns for companies X and Y. (Round intermediate calculations to at least 4 decimal places. Round your final answers to 2 decimal places.) b. Calculate the correlation coefficient if the covariance between X and Y is 176. (Round your answer to 4 decimal places.)
x | y | f(x,y) | x*f(x,y) | y*f(x,y) | x^2f(x,y) | y^2f(x,y) |
38 | 17 | 0.24 | 9.12 | 4.08 | 346.56 | 69.36 |
13 | 29 | 0.49 | 6.37 | 14.21 | 82.81 | 412.09 |
-28 | 4 | 0.27 | -7.56 | 1.08 | 211.68 | 4.32 |
Total | 1 | 7.93 | 19.37 | 641.05 | 485.77 | |
E(X)=ΣxP(x,y)= | 7.93 | |||||
E(X2)=Σx2P(x,y)= | 641.05 | |||||
E(Y)=ΣyP(x,y)= | 19.37 | |||||
E(Y2)=Σy2P(x,y)= | 485.77 | |||||
Var(X)=E(X2)-(E(X))2= | 578.1651 | |||||
Var(Y)=E(Y2)-(E(Y))2= | 110.5731 |
from above expected value of X =7.93
expected value of Y =19.37
std deviation of X =sqrt(Var(X))=24.05
std deviation of Y=sqrt(Var(Y))=10.52
correlation coefficient =Cov(X,Y)/(SD(X)*SD(Y))=0.6961
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