Hello all,
I am just wondering can you help me creating a higher order markov chain DBN for 100 time slices? I understand 2-time slice DBN. Please help me.
How to create higher order markov chain model?
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Re: How to create higher order markov chain model?
See 'Using GeNIe/Dynamic Bayesian Networks' section in GeNIe manual.
Re: How to create higher order markov chain model?
Suppose I want to model 100 time slices. GeNIe will automatically assigns the CPT after t=0. Bur, that doesn't work. How can I calculate the CPT accurately in next time slices? Can you help me?
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Re: How to create higher order markov chain model?
See the 'Creating DBN' chapter in GeNIe's manual. Basically, if you have a node on a temporal plate with the incoming temporal arc you will be able to specify more than one CPT per node.
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Re: How to create higher order markov chain model?
Just wanted to add that you may want to add higher level influences than 1. If you just have influence of degree 1, you will have by definition a first order Markov model. Adding higher order influences will allow you to specify a higher order model. I second Tomek's advice that you study the DBN chapter in GeNIe manual.
Cheers,
Marek
Cheers,
Marek