Bayesian Network for Continuous Random Variable?

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zli034
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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?
 
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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/"
 
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