The directоr оf а rаdiо broаdcast company wants to determine whether the mean length of commercials on the station is equal to 24 seconds. A sample of 41 commercials had a mean life of 26.75 seconds and a standard deviation of 7.10 seconds. Which distribution should be used in the hypothesis test and why?