In: Statistics and Probability
We wish to estimate what percent of adult residents in a certain
county are parents. Out of 200 adult residents sampled, 132 had
kids. Based on this, construct a 95% confidence interval for the
proportion, p, of adult residents who are parents in this
county.
Give your answers as decimals, to three places.
Solution :
Given that,
n = 200
x = 132
Point estimate = sample proportion = = x / n =132/200=0.66
1 - = 1- 0.66 =0.34
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96 ( Using z table )
Margin of error = E = Z / 2 * ((( * (1 - )) / n)
= 1.96 (((0.66*0.34) /200 )
= 0.066
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.66-0.066< p < 0.66+0.066
0.594< p < 0.726
The 95% confidence interval for the population proportion p is : 0.594, 0.726