ANOVA

A shoe retailer conducted a study to determine whether there is a difference in the number of pairs of shoes sold per day by stores according to the number of competitors within a 1-mile radius and the location of the store. The company researchers selected three types of stores for consideration in the study: stand-alone suburban stores, mall stores, and downtown stores. These stores vary in the numbers of competing stores within a 1-mile radius, which have been reduced to four categories: 0 competitors, 1 competitor, 2 competitors, and 3 or more competitors. Suppose the following data represent the number of pairs of shoes sold per day for each of these types of stores with the given number of competitors. Use α = 0.05 and analyze the data.

Number of Competitors

0

1

2

3 or more

Stand-Alone

41

38

59

47

30

31

48

40

45

39

51

39

Store

Mall

25

29

44

43

Location

31

35

48

42

22

30

50

53

Downtown

18

22

29

24

29

17

28

27

33

25

26

32

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