This volume presents the edited proceedings of the 10th International Workshop on Statistical Modelling held in Innsbruck, Austria from July 10 - 14, 1995. As in previous years, the aim of the conference is to provide an interchange of ideas concerned with real practical problems in statistical modelling. The scope of the meeting is much broader now, reflecting the growth of the subject of statistical modelling in the past ten years. This volume contains some forty contributed papers as well as the invited papers, covering a wide variety of application areas from epidemiology to education, and from agriculture to sociology.