On the basis of a survey of 545 television viewers, a statistician has constructed a confidence interval and estimated that the proportion of people who watched the season premiere of Glee is between .16 and .24. What level of confidence (to the nearest percent, not a proportion) did the statistician use in constructing this interval

Respuesta :

Answer:

Confidence level of 98%.

Step-by-step explanation:

In a sample with a number n of people surveyed with a probability of a success of [tex]\pi[/tex], and a confidence level of [tex]1-\alpha[/tex], we have the following confidence interval of proportions.

[tex]\pi \pm z\sqrt{\frac{\pi(1-\pi)}{n}}[/tex]

In which

z is the zscore that has a pvalue of [tex]1 - \frac{\alpha}{2}[/tex].

Estimate:

The estimate [tex]\pi[/tex] is the mean of the two endpoints of the confidence interval. So

[tex]\pi = \frac{0.16+0.24}{2} = \frac{0.40}{2} = 0.20[/tex]

Survey of 545 television viewers

This means that [tex]n = 545[/tex]

What level of confidence (to the nearest percent, not a proportion) did the statistician use in constructing this interval

First we find z. The upper end is 0.24. So

[tex]0.20 \pm z\sqrt{\frac{0.2*0.8}{545}} = 0.24[/tex]

[tex]z\sqrt{\frac{0.2*0.8}{545}} = 0.04[/tex]

[tex]0.017z = 0.04[/tex]

[tex]z = \frac{0.04}{0.017}[/tex]

[tex]z = 2.33[/tex]

[tex]z = 2.33[/tex] has a pvalue of 0.99.

So

[tex]1 - \frac{\alpha}{2} = 0.99[/tex]

[tex]\frac{\alpha}{2} = 0.01[/tex]

[tex]\alpha = 0.02[/tex]

[tex]1 - \alpha = 1 - 0.02 = 0.98[/tex]

So a confidence level of 98%.