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In a random sample of 400 measurements, 227 of the
Chapter 6, Problem 108SE(choose chapter or problem)
Problem 108SE
In a random sample of 400 measurements, 227 of the measurements possess the characteristic of interest, A.
a. Use a 95% confidence interval to estimate the true proportion p of measurements in the population with characteristic A.
b. How large a sample would be needed to estimate p to within .02 with 95% confidence?
Questions & Answers
QUESTION:
Problem 108SE
In a random sample of 400 measurements, 227 of the measurements possess the characteristic of interest, A.
a. Use a 95% confidence interval to estimate the true proportion p of measurements in the population with characteristic A.
b. How large a sample would be needed to estimate p to within .02 with 95% confidence?
ANSWER:
Solution:
Step 1 of 2:
In a sample of 400 measurements, 227 measurements possess the characteristics of interest, A.
- The claim is to use 95% confidence interval to estimate the true proportion p of measurements in the population with characteristic A.
the sample size large enough if n15 and n15
The point estimate of p is =
=
= 0.5675.
Then, n= 400(0.5675)
= 227
n= 400(0.4325)
=173.
Since both are greater than 15, the sample size is sufficiently large to conclude that the normal approximation is reasonable.
For confidence interval 0.95
= 0.05, = 0.025 and = 1.96 ( from are under normal curve table)
Then,
0.5675 1.96
0.5675 0.04855
(0.5189, 0.6160)
Hence, we are 95 % confident that the true proportion of all the true proportion p of measurements in the population with characteristic A is between 0.5189 and 0.6160.