In: Statistics and Probability
3) A medical researcher is interested in knowing what percentage of the U.S. population has a certain gene.
The researcher collect a random sample of 529 people from across the country, and tests them for the gene. The gene was present in 57 of the 529 people tested.
a) Find a 90% confidence interval for the true proportion of people in the U.S. with the gene.
b) Provide the right endpoint of the interval as your answer.
Round your answer to 4 decimal places.
Solution :
Given that,
n = 529
x = 57
Point estimate = sample proportion = = x / n = 0.1078
1 - = 0.8922
a)
At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
Z/2 = Z 0.05 = 1.645
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.645 * (((0.1078 * 0.8922) / 529)
= 0.0222
A 90% confidence interval for population proportion p is ,
- E < p < + E
0.1078 - 0.0222 < p < 0.1078 + 0.0222
0.0856 < p < 0.1300
b)
The right endpoint of the interval is 0.1300