In: Statistics and Probability
From a random sample of first year college students, 132 out of 200 identified "being well-off financially" as an important personal goal. We are interested in the percentage of all first year college students who have this personal goal. Construct a 90% confidence interval.
(58.2%, 73.8%) |
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(59.4%, 72.6%) |
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(61.7%, 70.3%) |
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(60.5%, 71.5%) |
Solution :
Given that,
n = 200
x = 132
Point estimate = sample proportion = = x / n = 200 / 132 = 0.660
1 - = 1 - 0.660 = 0.340
At 90% confidence level
= 1 - 90%
=1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.645 ((0.660*(0.340) /200 )
= 0.055
A 90% confidence interval for population proportion p is ,
- E < p < + E
0.660 - 0.055 < p < 0.660 + 0.055
0.605 < p < 0.715
( 60.5% , 71.5% )
The 90% confidence interval for the population proportion p is : ( 60.5% , 71.5% )
Correct option is :- ( 60.5% , 71.5% )