Bayesian Network for Continuous Random Variable?

[zli034]

There are no Bayesian Networks for continuous random variables, as far as I know. And the Netica Bayesian Network software discretize continuous random variables to build bayesian models. Are there any reasons for this? Has anyone proposed continuous random variable bayesian networks?

 

[J2010]

If you haven't already found them, both of the following tools have good support for continuous variables:

Bayes Server - http://www.bayesserver.com/"
Hugin - http://www.hugin.com/"