Performing the analysis of variance, you express each experimental outcome as the sum of three parts. Let be the
observation from the
level. Then each observation is written
where is a standard effect, called the overall mean.
is the effect of the
level of the factor, which is the difference between the mean of the
level
and the overall mean
and is a random fluctuation.