 Saturated statistical model

A saturated model has enough independently varying mean parameters to match every observed response or response cell. In individual Bernoulli distribution data its fitted probabilities are $p_i=y_i$, and its maximum log-likelihood is zero under $0\log 0=0$. It defines the reference in a binomial deviance.