Of 118 randomly selected adults, 34 were found to have high blood pressure. construct a 95% confidence interval for the true percentage of all adults that have high blood pressure.

Respuesta :

The correct answer is: 20.6% < p < 37.0%

Answer: [tex](20.63\%,\ 36.97\% )[/tex]

Step-by-step explanation:

The confidence interval for population proportion(p) is given by :-

[tex]\hat{p}\pm z^*\sqrt{\dfrac{\hat{p}(1-\hat{p})}{n}}[/tex] , where

n= Sample size

z*= Critical z-value.

[tex]\hat{p}[/tex] = sample proportion.

Let p be the true proportion of all adults that have high blood pressure.

As per given , we have

n= 118

Number of adults found to have high blood pressure =34

Then, [tex]\hat{p}=\dfrac{34}{118}\approx0.288[/tex]

Critical z-value for 95% confidence interval : z* = 1.96

Now , the 95% confidence interval for population proportion will be :

[tex]0.288\pm (1.96)\sqrt{\dfrac{0.288(1-0.288)}{118}}[/tex]

[tex]0.288\pm (1.96)\sqrt{0.0017377627}[/tex]

[tex]0.288\pm (1.96)(0.04168648)[/tex]

[tex]0.288\pm0.0817[/tex]

[tex]=(0.288-0.0817,\ 0.288+0.0817) =(0.2063,\ 0.3697 )[/tex]

In percentage , this would be [tex](0.2063,\ 0.3697 )=(20.63\%,\ 36.97\% )[/tex]

Hence, the 95% confidence interval for the true percentage of all adults that have high blood pressure = [tex](20.63\%,\ 36.97\% )[/tex]