Suppose X and Y are two independent and identically distributed geometric random rariables. The pmd of X is P(X = 1) = p(1 - p)*-1 for r = 1,2, ... Show that P(X 2) = (1– p)*-1. Show that P(X 2 *+T)|(X > T)] = P(X > x) where T is a positive integer, i.e., Find the moment-generating function of X. Let Z = X + Y. What is the moment generating function of Z?

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Suppose \( X \) and \( Y \) are two independent and identically distributed geometric random variables. The probability mass function (pmf) of \( X \) is

\[
P(X = x) = p(1-p)^{x-1} \text{ for } x = 1, 2, \ldots
\]

Show that \( P(X \geq x) = (1-p)^{x-1} \).

Show that \( P((X \geq x+T) | (X > T)) = P(X \geq x) \) where \( T \) is a positive integer, i.e.,

Find the moment-generating function of \( X \).

Let \( Z = X + Y \). What is the moment-generating function of \( Z \)?
Transcribed Image Text:Suppose \( X \) and \( Y \) are two independent and identically distributed geometric random variables. The probability mass function (pmf) of \( X \) is \[ P(X = x) = p(1-p)^{x-1} \text{ for } x = 1, 2, \ldots \] Show that \( P(X \geq x) = (1-p)^{x-1} \). Show that \( P((X \geq x+T) | (X > T)) = P(X \geq x) \) where \( T \) is a positive integer, i.e., Find the moment-generating function of \( X \). Let \( Z = X + Y \). What is the moment-generating function of \( Z \)?
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