Given T Gam(2, 0) with shape 2 and scale 0 >0 - measured in years. Let Z = XT for some constant > > 0. In addition, given Y > 0, which follows a Y~ Gam(2, n) with shape 2 and scale n >0 and PQ is defined as PQ = Z - Y. Assuming Y Z and that random variable X, with the Gam(a, scale = B) density is 1 I(a) Ba xa-1 e-x/B a, ß > 0 f(x, a, B) for x > 0 and f(x; a, B) = 0 elsewhere. a. Find the density of the transformation Z = XT, fz(z). b. What is the joint density fzy (z, y)? Show that it is a valid density. =

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Kindly answer part c

Given T~ Gam(2, 0) with shape 2 and scale 0 >0 - measured in years. Let Z = XT for some constant > >
0. In addition, given Y > 0, which follows a Y~ Gam(2, n) with shape 2 and scale n >0 and PQ is defined
as PQ = Z - Y. Assuming YI Z and that random variable X, with the Gam(a, scale = B) density is
1
I(a) Ba
xa-1 e-x/B
a, ß > 0
f(x, a, B)
for x>0 and f(x; a, B) = 0 elsewhere.
a. Find the density of the transformation Z = XT, fz(z).
b. What is the joint density fzy (z, y)? Show that it is a valid density.
c. Compute the probability that Pzy (PQ < 0) by double-integrating over the joint from part (b).
=
Transcribed Image Text:Given T~ Gam(2, 0) with shape 2 and scale 0 >0 - measured in years. Let Z = XT for some constant > > 0. In addition, given Y > 0, which follows a Y~ Gam(2, n) with shape 2 and scale n >0 and PQ is defined as PQ = Z - Y. Assuming YI Z and that random variable X, with the Gam(a, scale = B) density is 1 I(a) Ba xa-1 e-x/B a, ß > 0 f(x, a, B) for x>0 and f(x; a, B) = 0 elsewhere. a. Find the density of the transformation Z = XT, fz(z). b. What is the joint density fzy (z, y)? Show that it is a valid density. c. Compute the probability that Pzy (PQ < 0) by double-integrating over the joint from part (b). =
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