Define a Bernoulli process by the series of independent and identically dis- tributed random variables {X;} with i = 1..00 such that: P(X; 1) = p P(X; 0) = 1– p The event X; a) Let {Nn} be the number of successes by time n. What is P(Nn = k)? b) Let T be the time of the kth success. Show that: = 1 denotes a "success" at time i. %3D P(Tk+1 - Tk = n|To, ...,Tk) = p(1 – p)"-1 ..... c) Calculate the moment generating function: E[e*T\]

College Algebra
7th Edition
ISBN:9781305115545
Author:James Stewart, Lothar Redlin, Saleem Watson
Publisher:James Stewart, Lothar Redlin, Saleem Watson
Chapter9: Counting And Probability
Section9.3: Binomial Probability
Problem 2E: If a binomial experiment has probability p success, then the probability of failure is...
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please help with all 3 subparts of the bernoulli process 

Define a Bernoulli process by the series of independent and identically dis-
tributed random variables {X;} with i = 1..0 such that:
P(X;
1) = p
P(X;
0) — 1 — р
The event X; = 1 denotes a "success" at time i.
a) Let {Nn} be the number of successes by time n. What is P(N, = k)?
b) Let T be the time of the kth success. Show that:
P(Tr+1
Tk = n|To, ...,T;) = p(1 – p)"-1
пТо,
c) Calculate the moment generating function:
E[e*T*]
Transcribed Image Text:Define a Bernoulli process by the series of independent and identically dis- tributed random variables {X;} with i = 1..0 such that: P(X; 1) = p P(X; 0) — 1 — р The event X; = 1 denotes a "success" at time i. a) Let {Nn} be the number of successes by time n. What is P(N, = k)? b) Let T be the time of the kth success. Show that: P(Tr+1 Tk = n|To, ...,T;) = p(1 – p)"-1 пТо, c) Calculate the moment generating function: E[e*T*]
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