Use the given data to find the minimum sample size required to estimate a population proportion or percentage. Margin of error: seven percentage points, confidence level 95%, from a prior study,^p is estimated by the decimal equivalent of 42%



n=_____ (round to the nearest integer.)

Respuesta :

Answer:

[tex]n = 191[/tex]

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 interval [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].

The margin of error is:

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

95% confidence level

So [tex]\alpha = 0.05[/tex], z is the value of Z that has a pvalue of [tex]1 - \frac{0.05}{2} = 0.975[/tex], so [tex]Z = 1.96[/tex].

In this problem, we have that:

[tex]M = 0.07, \pi = 0.42[/tex]

We have to find n

[tex]0.07 = 1.96*\sqrt{\frac{0.42*0.58}{n}}[/tex]

[tex]0.07\sqrt{n} = 1.96*\sqrt{0.42*0.58}[/tex]

[tex]0.07\sqrt{n} = 0.9674[/tex]

[tex]\sqrt{n} = \frac{0.9674}{0.07}[/tex]

[tex]\sqrt{n} = 13.82[/tex]

[tex]\sqrt{n}^{2} = (13.82)^{2}[/tex]

[tex]n = 190.9[/tex]

So, rounded to the nearest integer

[tex]n = 191[/tex]