In: Statistics and Probability
Suppose that Phil and Jen each have a bag containing 10 distinguishable objects. The two bags have the same content. Phil and Jen randomly choose 3 objects each from their bags. Consider the following random variables: X − the number of objects chosen by both Phil and Jen Y − the number of objects not chosen by either Phil or Jen Z − the number of objects chosen by exactly one of Phil and Jen Compute E(X), E(Y ) and E(XZ).
Answer:-
Given That:-
Phil and Jen each have a bag containing 10 distinguishable objects. The two bags have the same content. Phil and Jen randomly choose 3 objects each from their bags.
X - can take values 0,1, 2, -------------- 20
Y - can take values 0,1, 2, -------------- 10
Z - can take values 0,1, 2, -------------- 10
P(X = 1) = 1/20
P(X = 2) = 2/20
P(X = 10) = 1/20
= 1/2
Now
X - bags discrete distribution denoting number of objects choose by boil Phil and Jen.
Therefore
P(Xi = x) = x/20 ix = 1, 2, ----- 20
= f(x)
Similarly P(Y = y) = y/10 i, y = 1, 2, ------ 10
= f(y)
Y bags a discrete distribution denoting number of objects not chosen by either Phil or Jen, on the other hand.
Z bags a discrete distribution denoting number of object chosen by exactly one Phil and Jen
P(Z = z) = z/10, z = 1, 2, --------- 10
= f(z)
Therefore,
= 143.5
Therefore E(X) = 143.5
= 38.5
Therefore E(Y) = 38.5
= 1104.125
Therefore E(Z) = 1104.125
Now,
Assuming X and Z are independent
f(x, z) = f(x) f(z)
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