Q 8.67. - Elementary Statistics

Question

In each of Exercises $8.63-8.68$, we provide a sample mean, sample size, population standard deviation, and confidence level In each case, perform the following tasks:

a. Use the one-mean $z-$interval procedure to find a confidence interval for the mean of the population from which the sample was drawn.

b. Obtain the margin of error by taking half the length of the confidence interval.

c. Obtain the margin of error by using Formula $8.l$ on page $325$

$\overline{x}=50, n=16, \sigma =5$, confidence level $=99\%$

Step-by-Step Solution

Answer

Part (a) The $99\%$ confidence interval for $\mu$ is $(46.781,53.219)$

Part (b) The margin of error by using the half-length of the confidence interval is $3.219$

Part (c) The margin of error by using the formula is $3.219$

Part (a) Step 1: Given information

$\overline{x}=50, n=16, \sigma =5$, confidence level $=99\%$

Part (a) Step 2: Concept

The formula used: the confidence interval $\overline{x}\pm z_{\frac{\alpha }{2}}\left(\frac{\sigma }{\sqrt{n}}\right)$ and $\text{ Margin of }error\left(E\right)=z_{\frac{a}{2}}\left(\frac{\sigma }{\sqrt{n}}\right)$

Part (a) Step 3: Calculation

Compute the $99\%$ confidence interval for $\mu$

Consider $\overline{x}=50, n=16, \sigma =5$, and confidence level is $99\%$

The needed value of $z_{\frac{a}{2}}$ with a $99\%$ confidence level is $2.575$, according to "Table II Areas under the standard normal curve."

Thus, the confidence interval is,

$$\begin{gathered} \overline{x}\pm z_{\frac{\alpha }{2}}\left(\frac{\sigma }{\sqrt{n}}\right)=50\pm 2.575\left(\frac{5}{\sqrt{16}}\right) \\ =50\pm 2.575(1.25) \\ =50\pm 3.219 \\ =(46.781,53.219) \end{gathered}$$

Therefore, the $99\%$ confidence interval for $\mu$ is $(46.781,53.219)$

Part (b) Step 1: Calculation

Using the half-length of the confidence interval, calculate the margin of error. 

$$\begin{gathered} \text{ Margin of error }=\frac{\text{ Upper limit }-\text{ Lower limit }}{2} \\ =\frac{53.219-46.781}{2} \\ =\frac{6.438}{2} \\ =3.219 \end{gathered}$$

Thus, the margin of error by using the half-length of the confidence interval is $3.219$

Part (c) Step 1: Calculation

Using a formula, calculate the margin of error.

$$\begin{gathered} Margin\text{ of error }\left(E\right)=z_{\frac{a}{2}}\left(\frac{\sigma }{\sqrt{n}}\right) \\ =2.575\left(\frac{5}{\sqrt{16}}\right) \\ =2.575(1.25) \\ =3.219 \end{gathered}$$

Thus, the margin of error by using formula is $3.219$