In: Statistics and Probability
30. POPT Popcorn is trying to determine the
proportion of popcorn kernels used that will pop, with the maximum
error
of 2.5%. How many kernels must be sampled to meet this requirement
at the 90% confidence level if there is a
preliminary estimate of is 34%?
A. 1537
B. 15
C. 1083
D. 972
31. In a marketing survey, a random sample of 800
shoppers revealed that 625 remained loyal to their favorite
supermarkets during the past year. Find a 99% confidence interval
for the percentage of people who will remain
loyal to their supermarket.
A. 0.72 < p < 0.79
B. 0.74 < p < 0.82
C. 0.87 < p < 0.98
D. 0.77 < p < 0.85
30)
Solution :
Given that,
= 0.34
1 -
= 0.66
margin of error = E = 0.025
Z/2
= 1.645
sample size = n = (Z
/ 2 / E)2 *
* (1 -
)
= (1.645 / 0.025)2 * 0.34 * 0.66
= 972
sample size = n = 972
31)
Point estimate = sample proportion =
= x / n = 800 / 625 = 0.781
Z/2
= 2.576
Margin of error = E = Z
/ 2 *
((
* (1 -
)) / n)
= 2.576* (((0.781
* 0.219) / 800)
= 0.037
A 95% confidence interval for population proportion p is ,
- E < p <
+ E
0.781 - 0.037 < p < 0.781 + 0.037
0.74 < p < 0.82