In: Statistics and Probability
In a study of the accuracy of fast food drive-through orders, Restaurant A had 205 accurate orders and 63 that were not accurate. a.
Construct a 90% confidence interval estimate of the percentage of orders that are not accurate.
Solution :
Given that,
n = 205
x = 63
Point estimate = sample proportion = = x / n = 63/205=0.307
1 - = 1-0.307 =0.693
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645 ( Using z table )
Margin of error = E Z/2 *(( * (1 - )) / n)
= 1.645 *((0.307*0.693) /205 )
E = 0.053
A 90% confidence interval is ,
- E < p < + E
0.307-0.053< p < 0.307+0.053
0.254< p < 0.360
(0.254 , 0.360)