Let Y1 have an exponential distribution with mean ? and

Chapter 5, Problem 141E

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QUESTION:

Let \(Y_{1}\) have an exponential distribution with mean \(\lambda\) and the conditional density of  \(Y_{2}\) given \(Y_{1}=y_{1}\) be

\(f\left(y_{2} \mid y_{1}\right)=\left\{\begin{array}{ll}

1 / y_{1}, & 0 \leq y_{2} \leq y_{1} \\

0, & \text { elsewhere. }

\end{array}\right.\)

Find \(E\left(Y_{2}\right)\) and \(V\left(Y_{2}\right)\), the unconditional mean and variance of \(Y_{2}\).

Equation Transcription:

Text Transcription:

Y_1

\lambda

Y_2

Y_1=y_1

f(y_2 | y_1)={1/y1   0 \leq  y_2 \leq  y_1   0   elsewhere          

E(Y_2)

V(Y_2)

Y_2

Questions & Answers

QUESTION:

Let \(Y_{1}\) have an exponential distribution with mean \(\lambda\) and the conditional density of  \(Y_{2}\) given \(Y_{1}=y_{1}\) be

\(f\left(y_{2} \mid y_{1}\right)=\left\{\begin{array}{ll}

1 / y_{1}, & 0 \leq y_{2} \leq y_{1} \\

0, & \text { elsewhere. }

\end{array}\right.\)

Find \(E\left(Y_{2}\right)\) and \(V\left(Y_{2}\right)\), the unconditional mean and variance of \(Y_{2}\).

Equation Transcription:

Text Transcription:

Y_1

\lambda

Y_2

Y_1=y_1

f(y_2 | y_1)={1/y1   0 \leq  y_2 \leq  y_1   0   elsewhere          

E(Y_2)

V(Y_2)

Y_2

ANSWER:

Solution :

Step 1 of 1:

Let denotes an exponential distribution with mean .

Then is

Our goal is:

We need to find E() and V(), the unconditional mean and variance of .

Now we have to find E() and V(), the unconditional mean and variance of .

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