XPost: comp.ai.neural-nets, comp.theory, sci.stat.math   
      
   Qingpei  Hu wrote:   
   > Hi, Dear All,   
   >   
   > I am currently exploring the technique of (Temporal Bayesian   
   Networks).   
   > >From some basic principles, I have some questions generated.   
   >   
   > Bayesian networks use the same inference tool of Bayesian methods, so   
   > why use a network to model? Any NEW properties or advantage could be   
   > generated?   
      
   Out of curiosity, could you please clarify what you mean by "Bayesian   
   methods"? The network itself is a nice visualisation to use when   
   deciding which dependencies between variables are going to be directly   
   represented in your model, and which ones will not be.   
      
   Cheers,   
      
   Ross-c   
      
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