[UAI] JPD for a DAG such that DAG is p-map

From: Xiangdong An (xdan@cis.uoguelph.ca)
Date: Wed Sep 26 2001 - 07:02:32 PDT

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    Hi everybody,

    I am wodering if I generate a probabilisty distribution JPD
    by generating a set of conditional probability distributions
    {P(Xi|II(Xi))} for a DAG D on a topological ordering X1,X2,...,Xn
    such that II(Xi) is the minimum set of predecessors satisfying
    P(Xi|II(Xi))=P(Xi|X1,...,Xi-1).

    Then the DAG D is the perfect map of the JPD? If not, there
    is any practical way to generate them?

    Xiangdong

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