A criminal justice researcher is interested in determining if out-of-state motorists tend to speed more frequently than in-state motorists. After taking a sample of traffic stop data, she recorded whether the vehicle was registered in the state or not and whether or not the driver received a speeding ticket. The data are given in the table below.
Calculate the test statistic that would be used to examine whether a difference exists in the proportion of in- and out-of-state drivers who received speeding tickets. Take all calculations to four (4) decimal places.
Received Ticket | Did Not Receive Ticket | |
In State (Group 1) | 66 | 242 |
Out of State (Group 2) | 124 | 272 |
Total number of sample 1 (n1) = 308
Total number of sample 2 (n2) = 396
number of favourable events (X1) = 66
number of favourable events (X2) = 124
We are interested in testing the hypothesis
Since, the test is two-tail test at \alpha = 0.05
Decision Rule: Reject the null hypothesis if the test statistic
value is less than the critical value -1.96 or greater than the
critical value 1.96.
The statistic value, -2.9309 is less than the critical value -1.96.
Hence, reject the null hypothesis.
Test Statistic = -2.9309
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