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Applications of the Conditional pdf

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AAKA

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Hi, I have a question & I hope to help me.

the Question is:

Every year, a car manufacturer produces X cars, where X is a random variable with probability mass function:

Pr[X=k]=(A/(k+1))p^k , k≥0

Given the number of cars produced, let the amount of profit engine, Y, the car manufacturer makes be a random variable with a pdf:

ƒY(y│X=k)= B*y^k, 0≤y≤1, k≥1
or
ƒY(y│X=k)= δ(y) , k=0
or
ƒY(y│X=k)= 0 , otherwise


in thousand dollars. Notice that Y is a mixed random variable and Pr(Y=0│X=0)=1, i.e., if the manufacturer does not sell any engines he makes no profit:

(a) Evaluate the constants A and B.

(b) Write down an expression for the unconditional distribution, ƒY(y)in terms of ƒY(y│X=k)and Pr(X=k).

(c) Find the conditional pmf Pr(X=k│Y=k).

(d) Find the conditional pdf, ƒZ(z│X=k),of the total profit,Z=XY, given X=k.

I with if you answer this queston as fast as possible and I will appreciate that.

Yours Truely
Anwar Al-Asam
 

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