Anova: Two-Factor With Replication SUMMARY Low Moderate High Total Early Count 5 5 15 Sum 12.776 12.408 10.768 35.952 Average Variance 2.5552 2.4816 2.1536 2.3968 0.1458112 0.0864768 0.0751728 0.120498743 Late Count Sum 5 5 5 15 14.288 12.616 11.096 38 Average Variance 2.8576 2.5232 2.2192 2.533333333 0.0248368 0.0618032 0.1802112 0.14907581 Total Count 10 10 10 Sum 27.064 25.024 21.864 Average 2.7064 2.5024 2.1864 Variance 0.10124516 0.066382933 0.114699378 ANOVA Source of Variation df P-value Fcrit SS MS 1 0.139810133 1.460636031 0.238602241 4.25967727 2 0.686453333 7.171572246 0.003616448 3.40282611 2 0.051944533 0.542679241 0.588154143 3.40282611 Sample - timing 0.13981013 Columns - stress level 1.37290667 Interaction b/w stress level and timing 0.10388907 Within 2.297248 24 0.095718667 Total 3.91385387 29

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In the attached picture, the data for the perceived level of stress of 30 employees is recorded. Also, researchers exposed the employees to either early or late stressors before completing the stress questionnaire. 

Attached is also the output for the data after conducting a two way ANOVA

  1. Discuss the two kinds of variance here, and indicate how they are compared to conclude a significant difference.
Anova: Two-Factor With Replication
SUMMARY
Low
Moderate
High
Total
Early
Count
5
15
Sum
12.776
12.408
10.768
35.952
Average
2.5552
2.4816
2.1536
2.3968
Variance
0.1458112
0.0864768
0.0751728 0.120498743
Late
Count
5
5
5
15
Sum
14.288
12.616
11.096
38
Average
2.8576
2.5232
2.2192 2.533333333
Variance
0.0248368
0.0618032
0.1802112
0.14907581
Total
Count
10
10
10
Sum
27.064
25.024
21.864
Average
2.7064
2.5024
2.1864
Variance
0.10124516 0.066382933 0.114699378
ANOVA
Source of Variation
df
MS
P-value
Fcrit
Sample- timing
0.13981013
1 0.139810133 1.460636031 0.238602241 4.25967727
2 0.686453333 7.171572246 0.003616448 3.40282611
2 0.051944533 0.542679241 0.588154143 3.40282611
Columns- stress level
1.37290667
Interaction b/w stress level and timing 0.10388907
Within
2.297248
24 0.095718667
Total
3.91385387
29
Transcribed Image Text:Anova: Two-Factor With Replication SUMMARY Low Moderate High Total Early Count 5 15 Sum 12.776 12.408 10.768 35.952 Average 2.5552 2.4816 2.1536 2.3968 Variance 0.1458112 0.0864768 0.0751728 0.120498743 Late Count 5 5 5 15 Sum 14.288 12.616 11.096 38 Average 2.8576 2.5232 2.2192 2.533333333 Variance 0.0248368 0.0618032 0.1802112 0.14907581 Total Count 10 10 10 Sum 27.064 25.024 21.864 Average 2.7064 2.5024 2.1864 Variance 0.10124516 0.066382933 0.114699378 ANOVA Source of Variation df MS P-value Fcrit Sample- timing 0.13981013 1 0.139810133 1.460636031 0.238602241 4.25967727 2 0.686453333 7.171572246 0.003616448 3.40282611 2 0.051944533 0.542679241 0.588154143 3.40282611 Columns- stress level 1.37290667 Interaction b/w stress level and timing 0.10388907 Within 2.297248 24 0.095718667 Total 3.91385387 29
Stress Level
Low
Moderate
High
2.6
2.7
2.2
2.4
2.7
2.3
Early
2.3
2.1
2.0
2.3
2.7
2.5
3.2
2.3
1.8
Timing
2.7
2.9
2.8
2.9
2.2
2.1
Late
2.7
2.6
1.8
3.0
2.4
1.9
3.0
2.5
2.5
Transcribed Image Text:Stress Level Low Moderate High 2.6 2.7 2.2 2.4 2.7 2.3 Early 2.3 2.1 2.0 2.3 2.7 2.5 3.2 2.3 1.8 Timing 2.7 2.9 2.8 2.9 2.2 2.1 Late 2.7 2.6 1.8 3.0 2.4 1.9 3.0 2.5 2.5
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