The President of the American Insurance Institute wants to compare the yearly costs of auto insurance offered by two leading companies.

The President of the American Insurance Institute wants to compare the yearly costs of auto insurance offered by two leading companies. He selects a sample of 15 families, some with only a single driver, others with several teenage drivers, and pays each family a stipend to contact the two companies and ask for a price quote. To make the data comparable, certain features, such as the deductible amount and limits of liability, are standardized. The data for the sample of families and their two insurance quotes are reported below. At the 0.1+0 significance level, can we conclude that there is a difference in the amounts quoted? 

Family