a)
treatment | G1 | G2 | G3 | G4 | G5 | |||
count, ni = | 3 | 3 | 3 | |||||
mean , x̅ i = | 5.000 | 13.00 | 18.00 | |||||
std. dev., si = | 2.6 | 2.6 | 2.0 | |||||
sample variances, si^2 = | 7.000 | 7.000 | 4.000 | |||||
total sum | 15 | 39 | 54 | 108 | (grand sum) | |||
grand mean , x̅̅ = | Σni*x̅i/Σni = | 12.00 | ||||||
( x̅ - x̅̅ )² | 49.000 | 1.000 | 36.000 | |||||
TOTAL | ||||||||
SS(between)= SSB = Σn( x̅ - x̅̅)² = | 147.000 | 3.000 | 108.000 | 258 | ||||
SS(within ) = SSW = Σ(n-1)s² = | 14.000 | 14.000 | 8.000 | 36.0000 |
no. of treatment , k = 3
df between = k-1 = 2
N = Σn = 9
df within = N-k = 6
mean square between groups , MSB = SSB/k-1 =
258/2= 129.0000
mean square within groups , MSW = SSW/N-k =
36/6= 6.0000
F-stat = MSB/MSW = 129/6=
21.5000
anova table | ||||||
SS | df | MS | F | p-value | F-critical | |
Between: | 258.00 | 2.00 | 129.00 | 21.50 | 0.002 | 5.143 |
Within: | 36.00 | 6.00 | 6.00 | |||
Total: | 294.00 | 8.00 | ||||
α = | 0.05 |
F stat > citical value , reject Ho
..............................
Level of significance | 0.05 |
no. of treatments,k | 3 |
DF error =N-k= | 6 |
MSE = | 6.0000 |
q-critical value(0.05,3,6)= | 614 |
critical value = q*√(MSE/2*(1/ni+1/nj))
=8.68
confidence interval | |||||||||
mean difference | absolute mean difference | critical value | lower limit | upper limit | result | ||||
µ1-µ2 | -8.00 | 8.00 | 8.68 | -16.68 | 0.68 | no, means are not different | |||
µ1-µ3 | -13.00 | 13.00 | 8.68 | -21.68 | -4.32 | yes, means are different | |||
µ2-µ3 | -5.00 | 5.00 | 8.68 | -13.68 | 3.68 | no, means are not different |
....................
Please let me know in case of any doubt.
Thanks in advance!
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