. Complete the analysis of variance table for the following data. Treat it as a two
way Block Design. (Use α = 0.05). In each cell there are 2 observations, except for
the last cell, which has only one observation.
DATA
Source A |
Means |
|||
I |
II |
III |
||
Source B Level 1 |
20 18 |
12 14 |
9 11 |
14 |
Source B Level 2 |
12 10 |
10 8 |
8 |
9.6 |
Means |
15 |
11 |
9.33 |
Grand Mean = 12 |
ANOVA TABLE
Sources |
D.F. |
S.S. |
M.S. |
F |
Source A |
||||
Source B |
||||
Error |
||||
TOTAL |
State the Alternate Hypothesis Ha for both sources of variability.
Source A Ha: Source B Ha:
How many degrees of freedom for A? ……. What is the Critical Point for A?............
How many degrees of freedom for B? ……. What is the Critical Point for B?............
Do you reject Ho for Source A? …….. Do you reject Ho for Source B? ……..
So, is Source A statistically significant? ………….. And Source B? ………………..
ANOVA table
Analysis of Variance
Source | DF | Adj SS | Adj MS | F-Value | P-Value |
A | 2 | 68.625 | 34.313 | 21.45 | 0.004 |
B | 1 | 48.286 | 48.286 | 30.18 | 0.003 |
A*B | 2 | 18.625 | 9.313 | 5.82 | 0.049 |
Error | 5 | 8.000 | 1.600 | ||
Total | 10 | 149.636 |
If p-value < 0.05 results are significant.
State the Alternate Hypothesis Ha for both sources of variability.
Source A Ha: Atleast one mean is significantly different from the other.
Source B Ha: Atleast one mean is significantly different from the other.
How many degrees of freedom for A= (3-1 = 2) What is the Critical Point for A= F0.05,2,5 = 5.786
How many degrees of freedom for B = (2-1 = 1) What is the Critical Point for B= F0.05,1,5 = 6.608
Do you reject Ho for Source A = Yes Reject H0 Do you reject Ho for Source B = Yes Reject H0
So, is Source A statistically significant? Yes Significant And Source B? Yes Significant
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