Suppose that Y has a gamma distribution with ? = 3 and ? =

Chapter 4, Problem 180SE

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QUESTION:

Suppose that 𝑌 has a gamma distribution with \(\alpha=3\) and \(\beta=1\).

a Use Poisson probabilities to evaluate \(P(Y \leq 4)\). (See Exercise 4.99.)

b Applet Exercise Use the applet Gamma Probabilities and Quantiles to find \(P(Y \leq 4)\).

Equation Transcription:

Text Transcription:

alpha=3

beta=1

P(Y</=4)

P(Y</=4)

Questions & Answers

QUESTION:

Suppose that 𝑌 has a gamma distribution with \(\alpha=3\) and \(\beta=1\).

a Use Poisson probabilities to evaluate \(P(Y \leq 4)\). (See Exercise 4.99.)

b Applet Exercise Use the applet Gamma Probabilities and Quantiles to find \(P(Y \leq 4)\).

Equation Transcription:

Text Transcription:

alpha=3

beta=1

P(Y</=4)

P(Y</=4)

ANSWER:

Solution :

Step 1 of 2:

Let Y has a gamma distribution with =3 and =2.

Our goal is:

a). We need to use the poisson probability to evaluate P(X4).

b). We use the applet gamma probabilities and quantiles to find P(Y4) .

Now we have to use the poisson probability to evaluate P(X4).

Then the poisson distribution is

P(Yk) =

P(Yk) = P(X)

Where X is poisson distributed with =1.

The poisson probability formula is

P(X=x) =

Then the probability of Y4 is

P(Y4) =1-

P(Y4) =1-

P(Y4) =1-(0.01831+0.073263+0.146525

P(Y4) = 1-0.2381

P(Y4) = 0.7619

Therefore P(Y4) is 0.7619.


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