The proportion of college students who use electronic cigarettes is analyzed by a student organization. A sample of 89 students showed that 51 of them smoked electronic cigarettes. Using a α = 0.06 level of significance, find a confidence interval for the proportion of college students who use electronic cigarettes.
Identify the true statement.
I. If 578 students are enrolled in a college, at most 388 of
students are likely to use electronic
cigarettes.
II. If 578 students are enrolled in a college, at most 408 of
students are likely to use electronic
cigarettes.
III. If 578 students are enrolled in a college, at least 244 of
students are likely to use electronic
cigarettes.
IV. If 578 students are enrolled in a college, at least 274 of
students are likely to use electronic
cigarettes.
I only
IV only
I and IV only
I, II, and III only
I and II only
Answer)
P = 51/89
N = 89
First we need to check the conditions of normality that is if n*p and n*(1-p) both are greater than 5 or not
N*p = 51
N*(1-p) = 38
Both the conditions are met so we can use standard normal z table to estimate the interval
Margin of error (MOE) = z*standard error
Standard error = √P*(1-p)/√n
Critical value z from z table for 94% confidence level is = 1.88
Z = 1.88
(Confidence level = 1 - alpha = 1 - 0.06 = 0.94)
After substitution
MOE = 0.09857112782
Lower limit = P - MOE = 0.47446258004
Upper limit = P + MOE = 0.67160483568
So, lower limit = 0.47446258004*578 = 274
Upper limit = 0.67160483568*800 = 388
So i and iv are correct only
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