In: Statistics and Probability
An environmentalist wants to find out the fraction of oil tankers that have spills each month.
Step 2 of 2:
Suppose a sample of 669 tankers is drawn. Of these ships, 173had 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,
n = 669
x = 173
Point estimate = sample proportion = = x / n = 173/669=0.259
1 - = 1- 0.259 =0.741
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 ( Using z table )
Margin of error = E = Z / 2 *( (( * (1 - )) / n)
= 2.326 (((0.259*0.741) /669 )
E = 0.039
A 98% confidence interval for population proportion p is ,
- E < p < + E
0.259-0.039 < p < 0.259+0.039
0.220< p < 0.298