In: Statistics and Probability
In a study of school dining halls, a sample of 75 high schools in New Jersey showed that 15 provided gluten-free meal options. Develop a 98% confidence interval for the proportion of the studied New Jersey high schools that provide gluten-free meals.
Group of answer choices
10.9% to 29.1%
15.3%to 24.6%
9.2.% to 30.8%
None of the above
Solution :
Given that,
n = 75
x = 15
Point estimate = sample proportion = = x / n = 15/75=0.2
1 - = 1-0.2 =0.8
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 (((0.2*0.8) / 75)
E = 0.1074
A 98% confidence interval for proportion p is ,
- E < p < + E
0.2 - 0.1074< p < 0.2+0.1074
0.092< p < 0.3080
9.2.% to 30.8%