In: Statistics and Probability
Write out the ANOVA shell (sources of variability & degrees of freedom) for each of the following experiments:
(a) The 4 levels of one treatment variable (Trt) are assigned to EUs in a balanced CRD with 10 replicates per treatment group.
(b) Treatments from a 2-way factorial treatment structure where factor A has 3 levels & factor B has 4 levels are assigned to EUs in a balanced CRD with 6 replicates per treatment.
(c) Five treatments are assigned to EUs in an RCBD with 8 blocks of size 5.
(d) An RCBD with 9 blocks has a 2-way treatment structure where factor A has 3 levels and factor B has 2 levels.
Part a) : Completely Randomised Design.
4 levels of the treatment variable. Let Trt1, Trt2, Trt3, Trt4. 10 replicates per treatment group.
t = 4 and r = 10
Sources of variation | Degrees of freedom |
Treatment | t-1 = 3 |
Error | t*(r-1) = 36 |
Total | (t*r)- 1 = 39 |
Part b) : Two-way factorial Experiment with CRD
factor A has 3 levels. a = 3
factor B has 4 levels. b = 4
6 replicates per treatment. r = 6
Sources of Variation | Degrees of freedom |
Factor A | a - 1 = 2 |
Factor B | b - 1 = 3 |
Interaction AB | (a-1)(b-1) = 6 |
Error | a*b*(r-1) = 60 |
Total | (a*b*r) - 1 = 71 |
Part c) : Randomised Complete Block Design (RCBD)
Number of treatments = t = 5
Number of Blocks = b = 8
Sources of Variation | Degrees of freedom |
Blocks | b-1 = 7 |
Treatments | t-1 = 4 |
Error | (b-1)(t-1) = 28 |
Total | (b*t)-1 = 39 |
Part d) : Two-way Factorial Experiment with RCBD
Number of blocks = r = 9
Levels of Factor A = a = 3
Levels of Factor B = b = 2
Sources of Variation | Degrees of Freedom |
Blocks | r - 1 = 8 |
Factor A | a -1 =2 |
Error A | (r-1)(a-1) = 16 |
Factor B | b - 1 = 1 |
Error B | (r-1)(b-1) = 8 |
Interaction AB | (a-1)(b-1) = 2 |
Error | (r-1)(a-1)(b-1) = 16 |
Total | (r*a*b)-1 = 53 |
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