Question

In: Statistics and Probability

An analysis is interested in testing whether four population have equal means. The following sample data...

An analysis is interested in testing whether four population have equal means. The following sample data have been collected from population that are assumed to be normally distributed with equal variance:

S1

S2

S3

S4

9

12

8

17

6

16

8

15

11

16

12

17

14

12

7

16

14

9

10

13

You should use the output information in the following manner to answer the question.

  1. Calculate the means and standard deviations.

  1. Run the appropriate analysis using SPSS. Write the results in the ANOVA table below.

Source of Variation

SS

df

MS

F

Sig. Value

Between Sample

Within Sample

Total

  1. Conclusion

  1. Write all SPSS Steps:

Solutions

Expert Solution

Solution:

a) SPSS output:

95% confidence interval for mean
N Mean Std.Deviation Std.Error lower bound upper bound Minimum Maximum
1 5 10.80 3.421 1.530 6.55 15.05 6 14
2 5 13.00 3.000 1.342 9.28 16.72 9 16
3 5 9.00 2.000 0.894 6.52 11.48 7 12
4 5 15.60 1.673 0.748 13.52 17.68 13 17
Total 20 12.10 3.493 0.781 10.47 13.73 6 17

b)

Sum of squares df Mean square F Sig.
Between Groups 121.800 3 40.600 5.905 0.007
Within Groups 110.000 16 6.875
Total 231.800 19

c) Conclusion:

Use a significance level,

Here p-value is 0.007, which is less than the value of

That is p-value

Therefore, by the rejection rule, the reject the null point hypothesis

Interpretation:

There is sufficient evidence at level of significance  

The four population are all have not equal means.

d)

SPSS Procedure:

Analyze>Compare means>One-Way ANOVA.

In Dependent List: Select Group column.

In Factor: Select Group column.

In Options: Select Descriptives.

Click Ok


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