the first 48 observations in the data set are residential accounts and the second 48 are com- mercial accounts. the data can be found on the book web site in the file named overdue.txt. in this data set, the variable late is the number of days the payment is overdue, bill is the amount of the overdue bill in dollars and type identifies whether an account is residential or commercial.