Solved: Suppose that the random variable X has a geometric

Chapter 3, Problem 120E

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QUESTION:

Suppose that the random variable X has a geometric distribution with a mean of 2.5. Determine the following probabilities:

(a) \(P(X=1)\)                 (b) \(P(X=4)\)                 (c) \(P(X=5)\)

(d) \(P(X \leq 3)\)                 (e) \(P(X>3)\)

Equation transcription:

Text transcription:

P(X=1)

P(X=4)

P(X=5)

P(X \leq 3)

P(X>3)

Questions & Answers

QUESTION:

Suppose that the random variable X has a geometric distribution with a mean of 2.5. Determine the following probabilities:

(a) \(P(X=1)\)                 (b) \(P(X=4)\)                 (c) \(P(X=5)\)

(d) \(P(X \leq 3)\)                 (e) \(P(X>3)\)

Equation transcription:

Text transcription:

P(X=1)

P(X=4)

P(X=5)

P(X \leq 3)

P(X>3)

ANSWER:

Solution :

Step 1 of 5:

Let X be a random variable has a geometric distribution with of  mean of 2.5.

Given geometric distribution,  

Then,

 

 

Therefore, p=0.4.

Then (1-p) is

1-p = 1-0.4

1-p = 0.6

Hence, 1-p=0.6.

The formula for the geometric distribution is

P(X=x) =  

Where p=0.4 and 1-p=0.6.

Our goal is:

We need to find the following probabilities:

a). P(X=1).

b). P(X=4).

c). P(X=5).

d). P(X3).

e). P(X>3).

a). Given P(X=1).

P(X=1) =

P(X=1) =

P(X=1) =

P(X=1) = 0.4

Therefore, P(X=1) = 0.4.


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