In: Statistics and Probability
Use the sample data and confidence level given below to complete parts (a) through (d).
A research institute poll asked respondents if they felt vulnerable to identity theft. In the poll,
n equals 1091n=1091
and
x equals 510x=510
who said "yes." Use a
90 %90%
confidence level.
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Click the icon to view a table of z scores.
a) Find the best point estimate of the population proportion p.
nothing
(Round to three decimal places as needed.)
b) Identify the value of the margin of error E.
Eequals=nothing
(Round to three decimal places as needed.)
c) Construct the confidence interval.
nothingless than p less than<p<nothing
(Round to three decimal places as needed.)
d) Write a statement that correctly interprets the confidence interval. Choose the correct answer below.
A. 90% of sample proportions will fall between the lower bound and the upper bound.
B.There is a 90% chance that the true value of the population proportion will fall between the lower bound and the upper bound.
C.One has 90% confidence that the interval from the lower bound to the upper bound actually does contain the true value of the population proportion.
D.One has 90% confidence that the sample proportion is equal to the population proportion.
Solution :
Given that,
n = 1091
x = 510
Point estimate = sample proportion = = x / n =510/1091=0.467
1 - = 1- 0.467 =0.533
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645 ( Using z table )
Margin of error = E Z/2 *(( * (1 - )) / n)
= 1.645 *((0.467*0.533) /1091 )
E = 0.025
A 90% confidence interval for population proportion p is ,
- E < p < + E
0.467-0.025< p <0.467+ 0.025
0.442< p < 0.492
The 90% confidence interval for the population proportion p is : 0.442< p < 0.492