In: Statistics and Probability
Use the given degree of confidence and sample data to construct a confidence interval for the population proportion
p.
nequals=56,
xequals=30;
95% confidence
A.
0.426less than<pless than<0.646
B.
0.405less than<pless than<0.666
C.
0.425less than<pless than<0.647
D.
0.404less than<pless than<0.668
Solution :
Given that,
n = 56
x = 30
Point estimate = sample proportion = = x / n = 30/56=0.536
1 - = 1- 0.536 =0.464
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 (((0.536*0.464) / 56)
E = 0.131
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.536-0.131 < p < 0.536+0.131
0.405< p < 0.666
correct option b