In: Statistics and Probability
According to a survey in a country,
1717%
of adults do not own a credit card. Suppose a simple random sample of
500500
adults is obtained. Complete parts (a) through (d) below.(a) Describe the sampling distribution of
ModifyingAbove p with caretp,
the sample proportion of adults who do not own a credit card. Choose the phrase that best describes the shape of the sampling distribution of
ModifyingAbove p with caretp
below.
A.Approximately normal because
n less than or equals 0.05 Upper Nn≤0.05N
and np left parenthesis 1 minus p right parenthesis less than 10np(1−p)<10
B.Not normal because
n less than or equals 0.05 Upper Nn≤0.05N
and np left parenthesis 1 minus p right parenthesis less than 10np(1−p)<10
C.Not normal because
n less than or equals 0.05 Upper Nn≤0.05N
and np left parenthesis 1 minus p right parenthesis greater than or equals 10np(1−p)≥10
D.Approximately normal because
n less than or equals 0.05 Upper Nn≤0.05N
and np left parenthesis 1 minus p right parenthesis greater than or equals 10np(1−p)≥10Your answer is correct.Determine the mean of the sampling distribution of
ModifyingAbove p with caretp.
mu Subscript ModifyingAbove p with caret Baseline equalsμp=. 17 .17
(Round to two decimal places as needed.)Determine the standard deviation of the sampling distribution of
ModifyingAbove p with caretp.
sigma Subscript ModifyingAbove p with caretσpequals=. 017 .017
(Round to three decimal places as needed.)(b) What is the probability that in a random sample of
500
adults, more than
18%
do not own a credit card?
The probability is
Solution:
Given:
p = 0.17
n = 500
Part a-1) Describe the sampling distribution of
n*p*(1-p) =500*0.17*(1-0.17) = 70.55 > 10
Thus correct answer is:
D.Approximately normal because
n ≤ 0.05N and np(1−p)≥10
Part a-2) Determine the mean of the sampling distribution of .
Part a-3) Determine the standard deviation of the sampling distribution of .
Part b) What is the probability that in a random sample of 500 adults, more than 18% do not own a credit card?
That is find:
Thus find z score:
thus we get:
Look in z table for z = 0.5 and 0.09 and find corresponding area.
P( Z< 0.59) = 0.7224
thus