In: Statistics and Probability
Out of 300 people sampled, 249 had kids. Based on this, construct a 99% confidence interval for the true population proportion of people with kids. Give your answers as decimals, to three places
Solution :
Given that,
n = 300
x = 249
= x / n = 249 / 300 = 0.83
Point estimate = 0.83
1 - = 1 - 0.83 = 0.17
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 2.576 * (((0.83 * 0.17) / 300)
= 0.056
A 99% confidence interval for population proportion p is ,
- E < P < + E
0.83 - 0.056 < p < 0.83 + 0.056
0.774 < p < 0.886
(0.774,0.886)
The 99% confidence interval for p is 0.774 to 0.886.