Question

In: Statistics and Probability

You are hired by a local company to determine if people feel more confident in the...

You are hired by a local company to determine if people feel more confident in the provincial or federal government. You ask several people who live in St Catharines how confident they are that the provincial government is doing a good job (out of 50, higher numbers are better). You then ask them about their confidence in the federal government and get the following data. What would you conclude?

Provincial

Federal

D

D2

26

38

-12

144

25

29

-4

16

25

33

-8

64

28

24

4

16

24

31

-7

49

21

30

-9

81

19

19

0

0

38

46

-8

64

29

40

-11

121

41

31

10

100

21

29

-8

64

28

37

-9

81

36

39

-3

9

Sum

361

426

-65

809

SS

550.3077

620.3077

484

23436.31

Solutions

Expert Solution

From the given data below:

Provincial Federal D D^2
26 38 -12 144
25 29 -4 16
25 33 -8 64
28 24 4 16
24 31 -7 49
21 30 -9 81
19 19 0 0
38 46 -8 64
29 40 -11 121
41 31 10 100
21 29 -8 64
28 37 -9 81
36 39 -3 9
Sum >> 361 426 -65 809
SS 550.3077 620.3077 484 23436.31

At first we need to construct an ANOVA table to test the Hypothesis, whether there is a significant variance between people's choice on performance of Provincial Government is equal or not equal to performance of Federal Government.

Let deonotes the average performance of Provincial Government and is the average performance of Federal Government.

The stated Hypothesis are

against the alternative

From the above data, we construct the following one-way ANOVA table

Note: We have used the first two colums to construct the ANOVA table

SUMMARY
Groups Count Sum Average Variance
Provincial 13 361 27.76923 45.85897
Federal 13 426 32.76923 51.69231
ANOVA
Source of Variation SS df MS F observed P-value F crit
Between Groups (Two Govts) 162.5 1 162.5 3.331581 0.080433 4.259677
Within Groups (error) 1170.615 24 48.77564
Total 1333.115 25

Since the observed value of F < F Critical at 0.05 level of significance, we conclude that, there is no signifacnce difference between the two governments as perceived by the people who were responded


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