Use the result in Exercise 3.158 to prove that, if W = aY

Chapter 3, Problem 159E

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QUESTION:

Problem 159E

Use the result in Exercise 3.158 to prove that, if W = aY + b, then E(W ) = aE(Y ) + b and V (W ) = a2 V (Y ).

Reference

If Y is a random variable with moment-generating function m(t) and if W is given by W = aY + b, show that the moment-generating function of W is etbm(at).

Questions & Answers

QUESTION:

Problem 159E

Use the result in Exercise 3.158 to prove that, if W = aY + b, then E(W ) = aE(Y ) + b and V (W ) = a2 V (Y ).

Reference

If Y is a random variable with moment-generating function m(t) and if W is given by W = aY + b, show that the moment-generating function of W is etbm(at).

ANSWER:

Solution :

Step 1 of 1:

Let Y denotes a random variable with moment-generating function m(t).

Our goal is:

If  W=aY+b. We need to prove that E(W)=aE(Y)+b and V(W)=.

Now we have to prove that E(W)=aE(Y)+b and V(W)=.

If W=aY+b we know that the moment generating function.

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