Saturated statistical model
= 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 $0\log0=0$. It defines the reference in a <binomial deviance>.