In: Statistics and Probability
A survey of 150 students is selected randomly on a large university campus. They are asked if they use a laptop in class to take notes. The result of the survey is that 60 of the 150 students responded "yes." An approximate 98% confidence interval is (0.307, 0.493). Complete parts a through d below. b) How would the confidence interval change if the sample size had been 375 instead of 150? (Assume the same sample proportion.) The new confidence interval would be ▼ The new confidence interval would be left parenthesis nothing comma nothing right parenthesis .
Solution:
Given,
Given a 98% confidence interval is (0.307 , 0.493)
Sample size used is n = 150
x = 60
Let denotes the sample proportion.
= x/n = 60/150 = 0.4
Now ,
New sample size n = 375
Take same sample proportion = 0.4
Construct 98% confidence interval for p
c = 0.98
= 1- c = 1- 0.98 = 0.02
/2 = 0.01
= 2.326 (use z table)
Now , the margin of error is given by
E = /2 *
= 2.326 * [0.4 *(1 - 0.4)/375]
= 0.059
Now the confidence interval is given by
( - E) ( + E)
(0.4 - 0.059) (0.4 + 0.059)
0.341 0.459
(0.341 , 0.459)
The new confidence interval would be narrower than old.
The new confidence interval would be (0.341 , 0.459)