Suppose that Y is a normally distributed random variable

Chapter 4, Problem 181SE

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QUESTION:

Suppose that 𝑌 is a normally distributed random variable with mean \(\mu\) and variance \(\sigma^{2}\). Use the results of Example 4.16 to find the moment-generating function, mean, and variance of

                                   \(Z=\frac{Y-\mu}{\sigma}\).

What is the distribution of 𝑍? Why?

Equation Transcription:

Text Transcription:

mu

sigma^2

Z=Y-mu over sigma

Questions & Answers

QUESTION:

Suppose that 𝑌 is a normally distributed random variable with mean \(\mu\) and variance \(\sigma^{2}\). Use the results of Example 4.16 to find the moment-generating function, mean, and variance of

                                   \(Z=\frac{Y-\mu}{\sigma}\).

What is the distribution of 𝑍? Why?

Equation Transcription:

Text Transcription:

mu

sigma^2

Z=Y-mu over sigma

ANSWER:

Solution:

Step 1 of 3:

It is given that random variable Y is Normally distributed with mean  and variance .

Also, it is given that Z=

We need to find the moment generating function, mean and variance of Z and also we have to identify the distribution of Z.


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