In: Statistics and Probability
Information for questions #14-20.
Complete the following ANOVA table and then answer the questions that follow. The ANOVA test was conducted using a significance level of 0.05.
ANOVA |
||||||
Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
Between Groups |
1030964 |
3 |
c |
e |
0.074 |
f |
Within Groups |
2561191 |
b |
d |
|||
Total |
a |
23 |
14) In the ANOVA table above, what is the value of (a)?
A) 3,591,155
B) 1,030,964
C) 2,561,191
D) 1,530,227
E) 3,592,155
15) In the ANOVA table above, what is the value of (b)?
A) 23
B) 26
C) 20
D) 3
E) 24
16) In the ANOVA table above, what is the value of (c)?
A) 343,654.67
B) 515,482.00
C) 42,956.83
D) 39,652.46
E) 44,824.52
17) In the ANOVA table above, what is the value of (d)?
A) 111,356.13
B) 98,507.35
C) 106,716.29
D) 1,280,595.50
E) 128,059.55
18) In the ANOVA table above, what is the value of (e)?
A) 2.68
B) 4.63
C) 0.44
D) 0.37
E) 0.04
19) In the ANOVA table above, what is the value of (f)?
A) 14.17
B) 3.10
C) 8.66
D) 3.86
E) None of the above.
20) In this ANOVA test, do you reject of fail to reject H0?
A) Reject
B) Fail to reject H0
Anova
Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
Between Groups |
1030964 |
3 |
343,654.67 |
2.68 |
0.074 |
3.10 |
Within Groups |
2561191 |
20 |
128059.55 |
|||
Total |
3,592,155 |
23 |
a) Here, Total SS = SS( Between groups ) + SS( Within Groups
)
= 1030964 + 2561191
= 3,592,155 i.e. option
E.
b) df ( Total ) = df( Between groups ) + df( Within Groups
)
Thus, df( Within Groups ) = 23 - 3 =
20 i.e. option C.
c) MS( Between groups ) = SS( Between groups ) / df( Between
groups )
= 1030964 / 3
= 343,654.67 i.e. option A.
d) MS( Within groups ) = SS( Within groups ) / df( Within groups
)
= 2561191 / 20
= 128059.55 i.e. option E.
e) F = MS( Between groups ) / MS( Within groups )
= 343,654.67 / 128059.55
= 2.68 i.e option A.
f) F crit = F ( , k-1, n-k ) = F (0.05, 3, 20) = 3.10 i.e option B.
g) Since F < F-crit, we fail to reject Ho at 5% l.o.s.
Hope this answers your query!