In: Statistics and Probability
According to a poll, 78% of California adults (397 out of 506 surveyed) feel that education is one of the top issues facing California. We wish to construct a 90% confidence interval for the true proportion of California adults who feel that education is one of the top issues facing California.
What is a point estimate for the true population proportion?
Solution :
Given that,
n = 506
x = 397
Point estimate = sample proportion = = x / n = 78%=0.78
1 - = 1-0.78 =0.22
At 98% confidence level the z is ,
= 1 - 98% = 1 - 0.98 = 0.02
/ 2 = 0.02/ 2 = 0.01
Z/2 = Z0.01 = 2.326 ( Using z table )
Margin of error = E = Z / 2 *( (( * (1 - )) / n)
= 2.326 (((0.78*0.22) /506 )
E = 0.043
A 98% confidence interval is
- E < p < + E
0.78-0.043 < p < 0.78+0.043
0.737<p<0.823