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In Exercises 5–8, use the given information to find the number of degrees of freedom, the critical values X2 L and X2R, and the confidence interval estimate of\(\sigma \). The samples are from Appendix B and it is reasonable to assume that a simple random sample has been selected from a population with a normal distribution.

Nicotine in Menthol Cigarettes 95% confidence;n= 25,s= 0.24 mg.

Short Answer

Expert verified

The degrees of freedom is 24.

The critical values are\(\chi _L^2 = \)12.401 and\(\chi _R^2 = \)39.364.

The 95% confidence interval estimate of\(\sigma \)is\(0.19\;{\rm{mg}} < \sigma < 0.33\;{\rm{mg}}\).

Step by step solution

01

Given information

The size of the sample is\(n = 25\).

The sample standard deviation is\(s = 0.24\).

The level of confidence is 95%.

02

Compute thedegrees of freedom, critical values and confidence intervalestimate of \({\bf{\sigma }}\)

The degrees of freedom (df) is computed as,

\(\begin{array}{c}df = n - 1\\ = 25 - 1\\ = 24\end{array}\)

Using the Chi-square table, the critical values are\(\chi _L^2 = 12.401\)and\(\chi _R^2 = 39.364\).

The 95% confidence interval estimate of\(\sigma \)is computed as,

\(\begin{array}{c}\sqrt {\frac{{\left( {n - 1} \right){s^2}}}{{\chi _R^2}}} < \sigma < \sqrt {\frac{{\left( {n - 1} \right){s^2}}}{{\chi _L^2}}} \\\sqrt {\frac{{\left( {25 - 1} \right){{0.24}^2}}}{{39.364}}} < \sigma < \sqrt {\frac{{\left( {25 - 1} \right){{0.24}^2}}}{{12.401}}} \\0.19 < \sigma < 0.33\end{array}\)

Therefore, the 95% confidence interval estimate of\(\sigma \)is\(0.19\;mg < \sigma < 0.33\;mg\).

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