Question

In: Statistics and Probability

Gender Caff_Consumption Stress 1 5 1 1 6 3 2 7 3 1 7 2 1...

Gender Caff_Consumption Stress
1 5 1
1 6 3
2 7 3
1 7 2
1 5 3
1 6 1
1 8 2
1 8 2
2 9 1
2 8 1
2 9 1
2 7 2
2 4 1
2 3 1
1 0 1
2 4 2
1 5 1
2 6 2
1 2 2
1 4 3
1 5 3
2 5 3
1 4 2
1 3 2
1 7 3
2 8 2
1 9 2
1 11 1
1 2 2
1 3 1

after answer it, Pease write the steps for SPSS to let me do it myself.

1. Identify variables that are tested for Main effects – Are they statistically significant? If so, at what alpha level?

2. Identify variables that are tested for Interactions – Are they statistically significant? If so at what level?

Solutions

Expert Solution

I do using the excel becuase I do not have SPSS which is as similar as excel.

Anova: Two-Factor Without Replication
SUMMARY Count Sum Average Variance
Row 1 3 7 2.333333 5.333333
Row 2 3 10 3.333333 6.333333
Row 3 3 12 4 7
Row 4 3 10 3.333333 10.33333
Row 5 3 9 3 4
Row 6 3 8 2.666667 8.333333
Row 7 3 11 3.666667 14.33333
Row 8 3 11 3.666667 14.33333
Row 9 3 12 4 19
Row 10 3 11 3.666667 14.33333
Row 11 3 12 4 19
Row 12 3 11 3.666667 8.333333
Row 13 3 7 2.333333 2.333333
Row 14 3 6 2 1
Row 15 3 2 0.666667 0.333333
Row 16 3 8 2.666667 1.333333
Row 17 3 7 2.333333 5.333333
Row 18 3 10 3.333333 5.333333
Row 19 3 5 1.666667 0.333333
Row 20 3 8 2.666667 2.333333
Row 21 3 9 3 4
Row 22 3 10 3.333333 2.333333
Row 23 3 7 2.333333 2.333333
Row 24 3 6 2 1
Row 25 3 11 3.666667 9.333333
Row 26 3 12 4 12
Row 27 3 12 4 19
Row 28 3 13 4.333333 33.33333
Row 29 3 5 1.666667 0.333333
Row 30 3 5 1.666667 1.333333
Column 1 30 41 1.366667 0.24023
Column 2 30 170 5.666667 6.367816
Column 3 30 56 1.866667 0.602299
ANOVA
Source of Variation SS df MS F P-value F crit
Rows 72.9 29 2.513793 1.070485 0.402403 1.662901
Columns 331.8 2 165.9 70.64758 2.84E-16 3.155932
Error 136.2 58 2.348276
Total 540.9 89

Main effects are not statistically significant but Interactions are statistically significant at 5%


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