1D ANOVA Statistical Model

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.