Let S2 be the variance of a random sample of size n from N(, 2). Using the fact that (n

Chapter 7, Problem 7.1-16

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QUESTION:

Let \(S^2\) be the variance of a random sample of size n from \(N(\mu, \sigma^2)\). Using the fact that \((n − 1)S^2/\sigma^2\) is \(\chi^2(n-1)\), note that the probability

               \(P\left[a \leq \frac{(n-1) S^{2}}{\sigma^{2}} \leq b\right]=1-\alpha\),

where \(a=\chi_{1-\alpha / 2}^{2}(n-1)\) and \(b=\chi_{\alpha / 2}^{2}(n-1)\). Rewrite the inequalities to obtain

               \(P\left[\frac{(n-1) S^{2}}{b} \leq \sigma^{2} \leq \frac{(n-1) S^{2}}{a}\right]=1-\alpha\),

If n = 13 and \(12 S^{2}=\sum_{i=1}^{13}\left(x_{i}-\bar{x}\right)^{2}=128.41\), show that [6.11, 24.57] is a 90% confidence interval for the variance \(\sigma^2\). Accordingly, [2.47, 4.96] is a 90% confidence interval for \(\sigma\).

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QUESTION:

Let \(S^2\) be the variance of a random sample of size n from \(N(\mu, \sigma^2)\). Using the fact that \((n − 1)S^2/\sigma^2\) is \(\chi^2(n-1)\), note that the probability

               \(P\left[a \leq \frac{(n-1) S^{2}}{\sigma^{2}} \leq b\right]=1-\alpha\),

where \(a=\chi_{1-\alpha / 2}^{2}(n-1)\) and \(b=\chi_{\alpha / 2}^{2}(n-1)\). Rewrite the inequalities to obtain

               \(P\left[\frac{(n-1) S^{2}}{b} \leq \sigma^{2} \leq \frac{(n-1) S^{2}}{a}\right]=1-\alpha\),

If n = 13 and \(12 S^{2}=\sum_{i=1}^{13}\left(x_{i}-\bar{x}\right)^{2}=128.41\), show that [6.11, 24.57] is a 90% confidence interval for the variance \(\sigma^2\). Accordingly, [2.47, 4.96] is a 90% confidence interval for \(\sigma\).

ANSWER:

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Confidence interval =

Significance Level =

     

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