Iterated logarithmic expansions of the pathwise code lengths for exponential families

Rissanen's minimum description length (MDL) principle is a statistical modeling principle motivated by coding theory. For exponential families we obtain path,vise expansions, to the constant order, of the predictive and mixture code lengths used in MDL. The results are useful for understanding different MDL forms.