Question

What is the purpose of blocking in some experiments?

Answer 1

If the variability is not known to be uniform, then we may use blocking to attain homogeneity within the blocks

Explanation:

In Design of Experiments it is assumed that the population variance is fixed at say,`sigma` , throughout the field of experimentation. It also lead to randomised Block designs from Simple random designs, this increases efficiency of the test procedure.