The Energy Information Administration gathers data on residential energy consumption and expenditures and publishes its findings in "Residential Energy Consumption Survey: Consumption and Expenditures." Suppose that we want to decide whether a difference exists in mean annual energy consumption by households among the four U.S. regions. The data contains last year's energy consumptions for households in the four U.S. regions.