A journal article reports that a sample of size 5 was used as a basis for calculating a 95% CI for the true average natural frequency (Hz) of delaminated beams of a certain type. The resulting interval was (230.061, 233.807). You decide that a confidence level of 99% is more appropriate than the 95% level used. What are the limits of the 99% interval?

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Answer:

(229.5450, 234. 3230)

Step-by-step explanation:

Given that a  journal article reports that a sample of size 5 was used as a basis for calculating a 95% CI for the true average natural frequency (Hz) of delaminated beams of a certain type.

95% confidence interval was

[tex](230.061, 233.807)\\[/tex]

From confidence interval we find mean as the average of lower and upper bound.

Mean = [tex]\frac{463.868}{2} \\=231.934[/tex]

Margin of error = upper bound -mean

=[tex]1.873[/tex]

i.e. 1.96 * std error = 1.873

For 99% interval margin of error would be 2.58*std error

so margin of error for 99% = [tex]2.58*\frac{1.873}{1.96} \\=2.3890[/tex]

Confidence interval 99% lower bound = Mean - 2.3890 =229.5450

Upper bound = Mean +2.3890 = 234.3230

Using confidence interval concepts, it is found that the limits of the 99% confidence interval are: (229.71, 234.158).

The standard format of a confidence interval is:

[tex]\overline{x} \pm M[/tex]

In which

  • [tex]\overline{x}[/tex] is the sample mean.
  • M is the margin of error.

The sample mean is the mean of the two bounds, thus:

[tex]\overline{x} = \frac{230.061 + 233.807}{2} = 231.934[/tex]

The margin of error is half of the difference, thus:

[tex]M = \frac{233.807 - 230.061}{2} = 1.873[/tex]

The standard format of a margin of error is:

[tex]M = z\frac{\sigma}{\sqrt{n}}[/tex]

In this situation, [tex]\sigma[/tex] and [tex]\sqrt{n}[/tex] remaining constant, just the critical value z changes.

  • Looking at the z-table, the critical value for a 95% CI is z = 1.96.
  • For a 99% CI, it is z = 2.327.

Thus, the new margin of error is:

[tex]M = \frac{2.327}{1.96} \times 1.873 = 2.224[/tex].

Thus, the new limits are:

[tex]\overline{x} - M = 231.934 - 2.224 = 229.71[/tex]

[tex]\overline{x} + M = 231.934 + 2.224 = 234.158[/tex]

The new limits are (229.71, 234.158).

A similar problem is given at https://brainly.com/question/23215076

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