First Nations Development Institute releases a report titled "Indian Country Food Price Index" to show that Native Americans on reservations and in nearby communities often pay higher prices than the national average. The following table shows the data collected by the institute for December 2016.

Average price for 1 pound of apples in December 2016
Native American Reservations	$2.32	$1.99	$1.19	$0.98	$1.65	$1.35	$1.27	$1.51
U.S. Cities	$1.33	$1.21	$1.27	$1.22	$1.43	$1.13	$1.14	$1.03
U.S. Rural communities	$1.25	$1.12	$1.04	$0.97	$1.16	$1.02	$0.99	$1.24

Complete all of the following:

• • (a) Test the null hypothesis that the location one lives in has no effect on the price of apples. Use a 0.05 significance level. Show all of your work and explain your conclusion in nontechnical terms.