In: Statistics and Probability
A | B | C |
0.0873 | 0.0974 | 0.0956 |
0.0571 | 0.0873 | 0.0974 |
0.0813 | 0.0662 | 0.1352 |
0.0831 | 0.0672 | 0.0817 |
0.0976 | 0.0819 | 0.1016 |
0.0817 | 0.0749 | 0.0968 |
0.0859 | 0.0649 | 0.1064 |
0.0735 | 0.0835 | 0.105 |
0.0659 | 0.0725 | 0.0973 |
0.0923 | 0.0703 | 0.1039 |
0.0836 | 0.1026 | 0.1045 |
0.0749 | 0.1064 | 0.0571 |
0.065 | 0.11 | 0.0814 |
0.1016 | 0.0976 | 0.0835 |
0.0968 | 0.0817 | 0.0725 |
0.1064 | 0.0859 | 0.0703 |
0.105 | 0.0735 | 0.1026 |
1.) In order to perform an ANOVA on the data to assess if A, B, and C are different, what assumptions must be met? Enter the number of all correct answer choices in numerical order separated by commas in the blank below.
Using the data analysis add in for Excel (installation instructions can be found here Win|Mac), perform a single factor ANOVA to deduce if A, B, and C are different. To do this, click the data analysis tool icon, then select "single factor ANOVA", enter the range of cells containing the data, and click okay. Excel will generate a results table you can use to answer the next two questions.
2.) What is the P value?
3.) Is the F value greater than the Fcritical value (yes or no)?
4.) Are A, B, and C, different from each other based on the ANOVA (yes or no)?
5.) What test(s) could you perform to deduce if A and B, or B and C, or A and C are individually different from each other? Enter the number of the correct answer in the box below.
1)
The main assumptions required to perform a one-way ANOVA are:
The groups must come from normally distributed populations
The groups must come from normally populations with equal population variances
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
A | 17 | 1.439 | 0.084647 | 0.000206 | ||
B | 17 | 1.4238 | 0.083753 | 0.000212 | ||
C | 17 | 1.5928 | 0.093694 | 0.000322 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 0.001028 | 2 | 0.000514 | 2.08553 | 0.135356 | 3.190727 |
Within Groups | 0.011834 | 48 | 0.000247 | |||
Total | 0.012863 | 50 |
2)
P-Value 0.135356
3.) Is the F value greater than the Fcritical value (yes or no)?
No
4.) Are A, B, and C, different from each other based on the ANOVA (yes or no)?
5)
Kruskall-Wallis or Tukey-Kramer