In: Statistics and Probability
Insurance companies are interested in knowing the population percent of drivers who always buckle up before riding in a car. They randomly survey 410 drivers and find that 283 claim to always buckle up. Construct a 91% confidence interval for the population proportion that claim to always buckle up.
Solution :
Given that,
n = 410
x = 283
Point estimate = sample proportion = = x / n = 283/410=0.690
1 - = 1-0.690 =0.31
At 91% confidence level the z is ,
= 1 - 91% = 1 - 0.91 = 0.09
/ 2 = 0.09 / 2 = 0.045
Z/2 = Z0.045 = 1.695 ( Using z table )
Margin of error = E = Z/2 * ((( * (1 - )) / n)
= 1.695 (((0.69*0.31) /410 )
E = 0.039
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.69-0.039 < p < 0.69+0.039
0.651< p <0.729
91% confidence interval for the population proportion that claim to always buckle up (0.651 to 0.729)