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An Instructor has given a shot quiz cosisting of two parts For a randocmly selected student, let X-the number of points eamed
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Answer #1

1)

y
x 0 5 10 15 Total
0 0.03 0.06 0.02 0.1 0.21
5 0.04 0.17 0.2 0.1 0.51
10 0.01 0.15 0.11 0.01 0.28
Total 0.08 0.38 0.33 0.21 1.00
marginal distribution of x:
x P(x) xP(x) x^2P(x)
0 0.210 0.000 0.000
5 0.510 2.550 12.750
10 0.280 2.800 28.000
total 1.000 5.350 40.750
E(x) = 5.3500
E(x^2) = 40.7500
Var(x)= E(x^2)-(E(x))^2= 12.1275
marginal distribution of y:
y P(y) yP(y) y^2P(y)
0 0.080 0.000 0.000
5 0.380 1.900 9.500
10 0.330 3.300 33.000
15 0.210 3.150 47.250
total 1.000 8.350 89.750
E(y) = 8.3500
E(y^2) = 89.7500
Var(y)=σy= E(y^2)-(E(y))^2= 20.0275

E(XY) =∑xyP(x,y)=41.75

a)

Covar(y,x)=E(XY)-E(X)*E(Y)= -2.92

b)

Correlation coefficient ρ=Cov(X,Y)/√(σx*σy)= -0.19

2)

E(X)=∑xP(x)= 2.95
E(Y)=∑yP(y)= 0.8

expected revenue =3*2.95+10*0.8 =16.85

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