Question

In: Statistics and Probability

An experiment has been conducted for four treatments with eight blocks. Complete the following analysis of...

An experiment has been conducted for four treatments with eight blocks. Complete the following analysis of variance table (to 2 decimals, if necessary and p-value to 4 decimals). If your answer is zero enter "0".

Source of Variation Sum of Squares Degrees of Freedom Mean Square F p-value
Treatments 700
Blocks 600
Error
Total 1,600

Use  = .05 to test for any significant differences.

Solutions

Expert Solution

Here we have 4 treatments, so a = 4, and 8 blocks, so b= 8 , so N = 8*4

So treatment df = a -1 = 4-1 =3 , blocks df = b-1 = 8-1 = 7

Error df = ( a -1 ) ( b-1) = 3*7 = 21 , Total df = N-1 = 32 - 1 = 31

Total sum of square = Treatment sum of square + Blocks sum of squares + Error sum of square

1600 = 700 + 600 + Error sum of square

So Error sum of square = 1600 - 700 - 600 = 300

Source of variation Sum of square Degrees of freedom Mean Square F P value
Treatment 700 3 233.33 16.33 0
Blocks 600 7 85.71 6 0.0006
Error 300 21 14.29
Total 1600 31

Using excel formula, p value is given by,

P value for treatment = " =f.dist.rt(16.33,3,21)" = 0.0000

So here p value < ( 0.05) . Hence we reject null hypothesis.

Conclusion : Treatments are significant.

P value for Blocks = " =f.dist.rt(6,7,21)" = 0.0006

So here p value < ( 0.05) . Hence we reject null hypothesis.

Conclusion : Blocks are significant.


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