In: Statistics and Probability
Suppose a sample of 1069 tankers is drawn. Of these ships, 856 did not have spills. Using the data, construct the 98% confidence interval for the population proportion of oil tankers that have spills each month. Round your answers to three decimal places.
Solution :
Given that,
856 did not have spills .
So, 1069 - 856 = 213 have spills .
n = 1069
x = 213
= x / n = 213 / 1069 = 0.199
1 - = 1 - 0.199 = 0.801
At 98% confidence level the z is ,
= 1 - 98% = 1 - 0.98 = 0.02
/ 2 = 0.02 / 2 = 0.01
Z/2 = Z0.01 = 2.326
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 2.326 * (((0.199 * 0.801) / 1069)
= 0.028
A 98% confidence interval for population proportion p is ,
- E < P < + E
0.199 - 0.028 < p < 0.199 + 0.028
0.171 < p < 0.228
(0.171 , 0.228)