Question

Let Z be a standard normal random variable and let Y = Z2. Use transformation of...

Let Z be a standard normal random variable and let Y = Z2. Use transformation of variables to find the distribution of Z, which distribution is it?

Include the domain as part of your answer.

Homework Answers

Answer #1

PDF of standard normal variable Z is

CDF of standard normal variable Z is


And for standard normal variable

Since range of Z is to so range of Y is 0 to . The CDF of Y will be

  

So CDF of Y is

Differentiating above gives the PDF of Y so

So pdf of Y is

It is PDF of Chi-square distribution .

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