Exercise Solution 3.48

1. By [3.219]

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   By [3.218] and [3.220]

2. [s3]

   

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   By [3.217]

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3. The square of a standard normal random variable is chi-squared. Specifically

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   By [3.220]

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   By [3.217]

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   [s12]