In: Statistics and Probability
In a sample of 50 men, 33 said they used seat belts. In a sample of 64 women, 48 said they used seatbelts.
Step 1: Calculate the margin of error of a 90% confidence interval for the true difference between the proportions of men and women using a seat belt.
Step 2: Construct a 90% confidence interval for the true difference between the proportions of men and women using seat belts.
Solution :
Step 1 :
The margin of error for a 90% confidence interval for the true difference between two population proportions is given as follows :
Where,
and p̂1, p̂2 are sample proportions, n1, n2 are sample sizes.
Sample proportion of men who used seat belts is,
Sample proportion of women who used seat belts is,
n1 = 50, n2 = 64
Q = 1 - 0.7105 = 0.2895
Using Z-table we get, Z(0.10/2) = 1.645
Hence, the margin of error is,
The margin of error of a 90% confidence interval for the true difference between the proportions of men and women using a seat belt is 0.1408.
Step 2 :
The 90% confidence interval for the true difference between the proportions of men and women using a seat belt is given as follows :
The 90% confidence interval for the true difference between the proportions of men and women using a seat belt is (-0.2308, 0.0508).