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EXAM P SAMPLE SOLUTIONS

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124. Solution: A<br />

− x −2<br />

y<br />

Because f(x,y) can be written as f ( x)<br />

f ( y)<br />

= e 2e<br />

and the support of f(x,y) is a cross<br />

product, X and Y are independent. Thus, the condition on X can be ignored and it suffices<br />

−2<br />

y<br />

to just consider f ( y)<br />

= 2e<br />

.<br />

Because of the memoryless property of the exponential distribution, the conditional<br />

density of Y is the same as the unconditional density of Y+3.<br />

Because a location shift does not affect the variance, the conditional variance of Y is<br />

equal to the unconditional variance of Y.<br />

Because the mean of Y is 0.5 and the variance of an exponential distribution is always<br />

equal to the square of its mean, the requested variance is 0.25.<br />

Page 55 of 55

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