In: Statistics and Probability
n a trial of 125 patients who received 10-mg doses of a drug daily, 45 reported headache as a side effect. Use this information to complete parts (a) through (d) below.
(a) Obtain a point estimate for the population proportion of patients who received 10-mg doses of a drug daily and reported headache as a side effect. p= (Round to two decimal places as needed.)
(b) Verify that the requirements for constructing a confidence interval about p are satisfied. Are the requirements for constructing a confidence satisfied?
A.Yes, the requirements for constructing a confidence interval are satisfied. B. No, the requirement that np1−p is greater than 10 is not satisfied. C. No, the requirement that the sample size is no more than 5% of the population is not satisfied. D. No, the requirement that each trial be independent is not satisfied.
(c) Construct a 90% confidence interval for the population proportion of patients who receive the drug and report headache as a side effect. The 90% confidence interval is (,). (Round to three decimal places as needed.)
(d) Interpret the confidence interval. Which statement below best interprets the interval? A.We are 90% confident that the interval does not contain the true value of p. B.There is a 90% chance that the true value of p will not fall in the interval. C. We are 90% confident that the interval contains the true value of p. D. There is a 90% chance that the true value of p will fall in the interval.
(a)
Point estimate for the population proportion of patients who received 10-mg doses of a drug daily and reported headache as a side effect is,
p = 45 / 125 = 0.36
(b)
np(1-p) = 125 * 0.36 * (1 - 0.36) = 28.8
Since np(1-p) > 10, the sample size is large enough to construct the confidence interval.
It can be assumed that the sample size is no more than 5% of the population and the trials are independent.
A.Yes, the requirements for constructing a confidence interval are satisfied.
(c)
Standard error of sample proportion, SE =
= 0.04293251
Z value for 90% confidence interval is 1.645
90% confidence interval for the population proportion of patients who receive the drug and report headache as a side effect is,
(0.36 - 1.645 * 0.04293251 , 0.36 + 1.645 * 0.04293251)
(0.289 , 0.431)
(d)
The interpretation of the confidence interval is,
C. We are 90% confident that the interval contains the true value of p.