In: Statistics and Probability
A health journal found that
56.2%
of college students who lived in coed dormitories consumed alcohol weekly (compared with 26.5% who lived in single-sex dormitories). A random sample of 175
students who live in coed dormitories was selected. Complete part d below.
d. Identify the symmetric interval that includes 95% of the sample proportions with a sample size of 175 if the true population proportion of students in coed dormitories who consume alcohol weekly is 56.2%.
(%), (%)round to one decimal
Solution
Given that,
p = 56.2% = 0.562
1 - p = 1 - 0.562 = 0.438
n = 175
= p = 0.562
= [p( 1 - p ) / n] = [(0.562 * 0.438) / 175] = 0.0375
Using standard normal table,
P( -z < Z < z) = 95%
= P(Z < z) - P(Z <-z ) = 0.95
= 2P(Z < z) - 1 = 0.95
= 2P(Z < z) = 1 + 0.95
= P(Z < z) = 1.95 / 2
= P(Z < z) = 0.975
= P(Z < 1.96) = 0.975
= z ± 1.96
Using z-score formula,
= z * +
= -1.96 * 0.0375 + 0.562
= 0.489
= 48.9%
Using z-score formula,
= z * +
= 1.96 * 0.0375 + 0.562
= 0.636
= 63.6%
The probability is 95% that the sample percentage will be contained above 48.9% and below 63.6%