Log-Linear Probability Distributions
Definition
A probability distribution $p: X \to [0,1]$ is
log-linear (a
log-linear probability
distribution) if the function $f: X \to
\R $ defined by
\[
f(x) = \log p(x) \quad \text{for all } x \in X
\]