\title{Measuring Linguistic Complexity : The Morphological Tier} \author{Patrick Juola \\ Department of Experimental Psychology \\ Oxford University \\ Oxford, UK OX1 3UD\\ Tel : +44 1865 271 404 \\ {\tt patrick.juola@psy.ox.ac.uk } } \begin{abstract} \begin{quote} {\em How to measure morphological complexity is itself an issue of some complexity.} \cite{nichols:diversity} \end{quote} This work develops an information-theoretic and functionally motivated method of measuring ``linguistic complexity'' from corpora that can in theory be applied to any definable substructure. This method is further extended into a way of objectively and numerically measuring the morphological complexity of a given language sample, avoiding the typical difficulties of focusing on only a few unrepresentative types of constructions. By selectively altering the morphological information present in a sample, the complexity can be measured as the change in overall informativeness of a text. This claim has been tested in a small-scale cross-linguistic experiment; the results agree well with both intuitions and existing measurements. \end{abstract}