In: Statistics and Probability
3. In a study of the accuracy of fast fooddrive-through orders, Restaurant A had 233 accurate orders and 58 that were not accurate.
a. Construct a 95% confidence interval estimate of the percentage of orders that are not accurate.
b. Compare the results from part (a) to this 95% confidence interval for the percentage of orders that are not accurate at Restaurant B:
0.171 <p< 0.262. What do you conclude?
a. Construct a 95% confidence interval. Express the percentages in decimal form.
??? <p< ???
(Round to three decimal places as needed.)
3)
Solution :
Given that,
n = 233
x = 58
Point estimate = sample proportion = = x / n = 58 / 233 = 0.249
1 - = 1 - 0.249 = 0.751
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
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.96 * (((0.249 * 0.751) / 233)
= 0.056
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.249 - 0.056< p < 00.249 + 0.056
0.193 < p < 0.305
b) Compare to the given part 0.171 <p< 0.262 part A is the wider because the margin of error is part A > part B