Random Effects, Fixed Effects, Normal Distribution, Statistics, Design Of Experiments.
and thus exist within a sampling space. Even if you know the mean and variance of the distribution of the random effect, its additive effect to the predicted value exists within a sampling space. It is not fixed. We can show this for both the Random Effect and the error part of the model using