An extension of the expert system shell HUGIN to include continuous variables, in the form of linear additive normally distributed variables, is presented. The theoretical foundation of the method was developed by Lauritzen (1992), whereas this report primarily focus on implementation aspects. The approach has several advantages over purely discrete systems: It enables a more natural model of t...