6. Assume that X is a nonnegative, integer-valued random variable. Let G(z) = E[z]. To simplify notation, let Pk = Px(k) = P{X = k} for k = 0, 1, 2, .... (a) Use LOTUS to express G(z) = E[zX] as a power series. (Your answer should look something like and λ > 0. k=0 where I left question marks for something that's missing.) (b) What is G(0)? (c) What is G(1)? (d) What is G'(z)? Give two answers: one is a series, the other is E[of something]. (e) What is G'(0)? (f) What is G'(1)? (g) What is G"(z)? Give two answers: one is a series, the other is E[of something]. (h) What is G" (0)? (i) What is G"(1)? (j) Compute G(z) = E[z*] where Pk = ?? pk е-лук k! for k = 0, 1, 2,...

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(k) What is G'(1)?
(1) What is G"(1)?
(m) Compute the mean and variance of X from G'(1) and G"(1). (I
think this is an easier way of computing the mean and variance of this
distribution than the way we did in class.)
Transcribed Image Text:(k) What is G'(1)? (1) What is G"(1)? (m) Compute the mean and variance of X from G'(1) and G"(1). (I think this is an easier way of computing the mean and variance of this distribution than the way we did in class.)
6. Assume that X is a nonnegative, integer-valued random variable. Let G(z) =
E[z]. To simplify notation, let
Pk = px (k) = P{X = k} for k = 0, 1, 2, ....
(a) Use LOTUS to express G(z) = E[z] as a power series. (Your answer
should look something like
and λ > 0.
Pk =
8
Σ
k=0
where I left question marks for something that's missing.)
(b) What is G(0)?
(c) What is G(1)?
(d) What is G'(z)? Give two answers: one is a series, the other is
E[of something].
(e) What is G'(0)?
(f) What is G'(1)?
(g) What is G"(z)? Give two answers: one is a series, the other is
E[of something].
(h) What is G" (0)?
(i) What is G" (1)?
(j) Compute G(z) = E[zX] where
е-лак
k!
?? Pk
for k=
= 0, 1, 2, ...
Transcribed Image Text:6. Assume that X is a nonnegative, integer-valued random variable. Let G(z) = E[z]. To simplify notation, let Pk = px (k) = P{X = k} for k = 0, 1, 2, .... (a) Use LOTUS to express G(z) = E[z] as a power series. (Your answer should look something like and λ > 0. Pk = 8 Σ k=0 where I left question marks for something that's missing.) (b) What is G(0)? (c) What is G(1)? (d) What is G'(z)? Give two answers: one is a series, the other is E[of something]. (e) What is G'(0)? (f) What is G'(1)? (g) What is G"(z)? Give two answers: one is a series, the other is E[of something]. (h) What is G" (0)? (i) What is G" (1)? (j) Compute G(z) = E[zX] where е-лак k! ?? Pk for k= = 0, 1, 2, ...
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