In: Statistics and Probability
Of 116 randomly selected adults, 34 were found to have high blood pressure. Find a 98% confidence interval for the percentage of adults that have high blood pressure.
A. 19.5% to 39.1%
B. 21.0% to 37.6%
C. 22.3% to 36.2%
D. 25.3% t0 33.3%
Solution :
Given that,
n = 116
x = 34
Point estimate = sample proportion = = x / n = 34 / 116 = 0.293
1 - = 1 - 0.293 = 0.707
At 98% confidence level the z is ,
= 1 - 98% = 1 - 0.98 = 0.02
/ 2 = 0.02 / 2 = 0.01
Z/2 = Z 0.01 = 2.326
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 2.326 * (((0.707 * 0.293 ) / 116 )
= 0.098
A 98% confidence interval for population proportion p is ,
- E < p < + E
0.293 - 0.98 < p < 0.293 + 0.098
0.195 < p < 0.391
19.5% , 39.1 %
Option (A) is correct = 19.5% to 39.1%